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pina.geometry.operation_interface — PINA 0.1.2.post2411 documentation + pina.geometry.operation_interface — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/geometry/simplex.html b/_modules/pina/geometry/simplex.html index 47a35414..66e58b92 100644 --- a/_modules/pina/geometry/simplex.html +++ b/_modules/pina/geometry/simplex.html @@ -7,7 +7,7 @@ - pina.geometry.simplex — PINA 0.1.2.post2411 documentation + pina.geometry.simplex — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/geometry/union_domain.html b/_modules/pina/geometry/union_domain.html index a7dc2bb0..dbe50651 100644 --- a/_modules/pina/geometry/union_domain.html +++ b/_modules/pina/geometry/union_domain.html @@ -7,7 +7,7 @@ - pina.geometry.union_domain — PINA 0.1.2.post2411 documentation + pina.geometry.union_domain — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/label_tensor.html b/_modules/pina/label_tensor.html index b3891c52..4577a9f1 100644 --- a/_modules/pina/label_tensor.html +++ b/_modules/pina/label_tensor.html @@ -7,7 +7,7 @@ - pina.label_tensor — PINA 0.1.2.post2411 documentation + pina.label_tensor — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/loss.html b/_modules/pina/loss.html index 86a44666..40dd5f07 100644 --- a/_modules/pina/loss.html +++ b/_modules/pina/loss.html @@ -7,7 +7,7 @@ - pina.loss — PINA 0.1.2.post2411 documentation + pina.loss — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/avno.html b/_modules/pina/model/avno.html index b1f938d9..4b181c12 100644 --- a/_modules/pina/model/avno.html +++ b/_modules/pina/model/avno.html @@ -7,7 +7,7 @@ - pina.model.avno — PINA 0.1.2.post2411 documentation + pina.model.avno — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/base_no.html b/_modules/pina/model/base_no.html index 84fff437..97dde311 100644 --- a/_modules/pina/model/base_no.html +++ b/_modules/pina/model/base_no.html @@ -7,7 +7,7 @@ - pina.model.base_no — PINA 0.1.2.post2411 documentation + pina.model.base_no — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/deeponet.html b/_modules/pina/model/deeponet.html index 4012480d..f5a834c3 100644 --- a/_modules/pina/model/deeponet.html +++ b/_modules/pina/model/deeponet.html @@ -7,7 +7,7 @@ - pina.model.deeponet — PINA 0.1.2.post2411 documentation + pina.model.deeponet — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/feed_forward.html b/_modules/pina/model/feed_forward.html index 9757290e..8cba9311 100644 --- a/_modules/pina/model/feed_forward.html +++ b/_modules/pina/model/feed_forward.html @@ -7,7 +7,7 @@ - pina.model.feed_forward — PINA 0.1.2.post2411 documentation + pina.model.feed_forward — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/fno.html b/_modules/pina/model/fno.html index 6a37a679..6b3f5b8e 100644 --- a/_modules/pina/model/fno.html +++ b/_modules/pina/model/fno.html @@ -7,7 +7,7 @@ - pina.model.fno — PINA 0.1.2.post2411 documentation + pina.model.fno — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/avno_layer.html b/_modules/pina/model/layers/avno_layer.html index c86d2bb7..ae7b1fa3 100644 --- a/_modules/pina/model/layers/avno_layer.html +++ b/_modules/pina/model/layers/avno_layer.html @@ -7,7 +7,7 @@ - pina.model.layers.avno_layer — PINA 0.1.2.post2411 documentation + pina.model.layers.avno_layer — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/convolution_2d.html b/_modules/pina/model/layers/convolution_2d.html index 926307c7..be579365 100644 --- a/_modules/pina/model/layers/convolution_2d.html +++ b/_modules/pina/model/layers/convolution_2d.html @@ -7,7 +7,7 @@ - pina.model.layers.convolution_2d — PINA 0.1.2.post2411 documentation + pina.model.layers.convolution_2d — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/embedding.html b/_modules/pina/model/layers/embedding.html index 1f831d89..e4729be4 100644 --- a/_modules/pina/model/layers/embedding.html +++ b/_modules/pina/model/layers/embedding.html @@ -7,7 +7,7 @@ - pina.model.layers.embedding — PINA 0.1.2.post2411 documentation + pina.model.layers.embedding — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/fourier.html b/_modules/pina/model/layers/fourier.html index 935c61ed..29a160bd 100644 --- a/_modules/pina/model/layers/fourier.html +++ b/_modules/pina/model/layers/fourier.html @@ -7,7 +7,7 @@ - pina.model.layers.fourier — PINA 0.1.2.post2411 documentation + pina.model.layers.fourier — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/lowrank_layer.html b/_modules/pina/model/layers/lowrank_layer.html index 4a876096..e30dee77 100644 --- a/_modules/pina/model/layers/lowrank_layer.html +++ b/_modules/pina/model/layers/lowrank_layer.html @@ -7,7 +7,7 @@ - pina.model.layers.lowrank_layer — PINA 0.1.2.post2411 documentation + pina.model.layers.lowrank_layer — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/orthogonal.html b/_modules/pina/model/layers/orthogonal.html index cde5cf40..458fda13 100644 --- a/_modules/pina/model/layers/orthogonal.html +++ b/_modules/pina/model/layers/orthogonal.html @@ -7,7 +7,7 @@ - pina.model.layers.orthogonal — PINA 0.1.2.post2411 documentation + pina.model.layers.orthogonal — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/pod.html b/_modules/pina/model/layers/pod.html index 98f03f08..d5612d96 100644 --- a/_modules/pina/model/layers/pod.html +++ b/_modules/pina/model/layers/pod.html @@ -7,7 +7,7 @@ - pina.model.layers.pod — PINA 0.1.2.post2411 documentation + pina.model.layers.pod — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/rbf_layer.html b/_modules/pina/model/layers/rbf_layer.html index f9775517..4e48b30f 100644 --- a/_modules/pina/model/layers/rbf_layer.html +++ b/_modules/pina/model/layers/rbf_layer.html @@ -7,7 +7,7 @@ - pina.model.layers.rbf_layer — PINA 0.1.2.post2411 documentation + pina.model.layers.rbf_layer — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/residual.html b/_modules/pina/model/layers/residual.html index d080bb2c..3c11835c 100644 --- a/_modules/pina/model/layers/residual.html +++ b/_modules/pina/model/layers/residual.html @@ -7,7 +7,7 @@ - pina.model.layers.residual — PINA 0.1.2.post2411 documentation + pina.model.layers.residual — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/layers/spectral.html b/_modules/pina/model/layers/spectral.html index 11976962..cdcaa1c3 100644 --- a/_modules/pina/model/layers/spectral.html +++ b/_modules/pina/model/layers/spectral.html @@ -7,7 +7,7 @@ - pina.model.layers.spectral — PINA 0.1.2.post2411 documentation + pina.model.layers.spectral — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/lno.html b/_modules/pina/model/lno.html index c22d35ef..c03baa5f 100644 --- a/_modules/pina/model/lno.html +++ b/_modules/pina/model/lno.html @@ -7,7 +7,7 @@ - pina.model.lno — PINA 0.1.2.post2411 documentation + pina.model.lno — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/multi_feed_forward.html b/_modules/pina/model/multi_feed_forward.html index 02ccb70a..3ee7a3fd 100644 --- a/_modules/pina/model/multi_feed_forward.html +++ b/_modules/pina/model/multi_feed_forward.html @@ -7,7 +7,7 @@ - pina.model.multi_feed_forward — PINA 0.1.2.post2411 documentation + pina.model.multi_feed_forward — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/network.html b/_modules/pina/model/network.html index d49bedc9..3d6b259a 100644 --- a/_modules/pina/model/network.html +++ b/_modules/pina/model/network.html @@ -7,7 +7,7 @@ - pina.model.network — PINA 0.1.2.post2411 documentation + pina.model.network — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/model/spline.html b/_modules/pina/model/spline.html index 5bc50c97..77a68414 100644 --- a/_modules/pina/model/spline.html +++ b/_modules/pina/model/spline.html @@ -7,7 +7,7 @@ - pina.model.spline — PINA 0.1.2.post2411 documentation + pina.model.spline — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/operators.html b/_modules/pina/operators.html index 9560c024..6a567465 100644 --- a/_modules/pina/operators.html +++ b/_modules/pina/operators.html @@ -7,7 +7,7 @@ - pina.operators — PINA 0.1.2.post2411 documentation + pina.operators — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -618,53 +618,67 @@

Source code for pina.operators

         is calculated. d should be a subset of the input labels. If None, all
         the input variables are considered. Default is None.
     :param str method: used method to calculate Laplacian, defaults to 'std'.
-    :raises ValueError: for vectorial field derivative with respect to
-        all coordinates must be performed.
+
     :raises NotImplementedError: 'divgrad' not implemented as method.
     :return: The tensor containing the result of the Laplacian operator.
     :rtype: LabelTensor
     """
+
+    def scalar_laplace(output_, input_, components, d):
+        """
+        Compute Laplace operator for a scalar output.
+
+        :param LabelTensor output_: the output tensor onto which computing the
+            Laplacian. It has to be a column tensor.
+        :param LabelTensor input_: the input tensor with respect to which
+            computing the Laplacian.
+        :param list(str) components: the name of the output variables to
+            calculate the Laplacian for. It should be a subset of the output
+            labels. If None, all the output variables are considered.
+        :param list(str) d: the name of the input variables on which the
+            Laplacian is computed. d should be a subset of the input labels.
+            If None, all the input variables are considered. Default is None.
+
+        :return: The tensor containing the result of the Laplacian operator.
+        :rtype: LabelTensor
+        """
+
+        grad_output = grad(output_, input_, components=components, d=d)
+        result = torch.zeros(output_.shape[0], 1, device=output_.device)
+
+        for i, label in enumerate(grad_output.labels):
+            gg = grad(grad_output, input_, d=d, components=[label])
+            result[:, 0] += super(torch.Tensor, gg.T).__getitem__(i)
+
+        return result
+
     if d is None:
         d = input_.labels
 
     if components is None:
         components = output_.labels
 
-    if len(components) != len(d) and len(components) != 1:
-        raise ValueError
-
     if method == "divgrad":
         raise NotImplementedError("divgrad not implemented as method")
         # TODO fix
         # grad_output = grad(output_, input_, components, d)
         # result = div(grad_output, input_, d=d)
-    elif method == "std":
 
+    elif method == "std":
         if len(components) == 1:
-            grad_output = grad(output_, input_, components=components, d=d)
-            result = torch.zeros(output_.shape[0], 1, device=output_.device)
-            for i, label in enumerate(grad_output.labels):
-                gg = grad(grad_output, input_, d=d, components=[label])
-                result[:, 0] += super(torch.Tensor, gg.T).__getitem__(
-                    i
-                )  # TODO improve
+            result = scalar_laplace(output_, input_, components, d)
             labels = [f"dd{components[0]}"]
 
         else:
             result = torch.empty(
-                input_.shape[0], len(components), device=output_.device
+                size=(input_.shape[0], len(components)),
+                dtype=output_.dtype,
+                device=output_.device,
             )
             labels = [None] * len(components)
-            for idx, (ci, di) in enumerate(zip(components, d)):
-
-                if not isinstance(ci, list):
-                    ci = [ci]
-                if not isinstance(di, list):
-                    di = [di]
-
-                grad_output = grad(output_, input_, components=ci, d=di)
-                result[:, idx] = grad(grad_output, input_, d=di).flatten()
-                labels[idx] = f"dd{ci}dd{di}"
+            for idx, c in enumerate(components):
+                result[:, idx] = scalar_laplace(output_, input_, c, d).flatten()
+                labels[idx] = f"dd{c}"
 
     result = result.as_subclass(LabelTensor)
     result.labels = labels
diff --git a/_modules/pina/plotter.html b/_modules/pina/plotter.html
index 42a268c8..35c417a1 100644
--- a/_modules/pina/plotter.html
+++ b/_modules/pina/plotter.html
@@ -7,7 +7,7 @@
   
     
     
-    pina.plotter — PINA 0.1.2.post2411 documentation
+    pina.plotter — PINA 0.1.2.post2412 documentation
   
   
   
@@ -40,7 +40,7 @@
   
 
 
-    
+    
     
     
     
@@ -51,8 +51,8 @@
     
   
   
-  
-    
+  
+    
   
   
   
@@ -118,8 +118,8 @@
       
     
     
-    PINA 0.1.2.post2411 documentation - Home
-    PINA 0.1.2.post2411 documentation - Home
+    PINA 0.1.2.post2412 documentation - Home
+    PINA 0.1.2.post2412 documentation - Home
diff --git a/_modules/pina/problem/abstract_problem.html b/_modules/pina/problem/abstract_problem.html index 5562c11e..2305dd8e 100644 --- a/_modules/pina/problem/abstract_problem.html +++ b/_modules/pina/problem/abstract_problem.html @@ -7,7 +7,7 @@ - pina.problem.abstract_problem — PINA 0.1.2.post2411 documentation + pina.problem.abstract_problem — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/problem/parametric_problem.html b/_modules/pina/problem/parametric_problem.html index 6006abd1..0ed5f357 100644 --- a/_modules/pina/problem/parametric_problem.html +++ b/_modules/pina/problem/parametric_problem.html @@ -7,7 +7,7 @@ - pina.problem.parametric_problem — PINA 0.1.2.post2411 documentation + pina.problem.parametric_problem — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/problem/spatial_problem.html b/_modules/pina/problem/spatial_problem.html index d5b10073..6277456c 100644 --- a/_modules/pina/problem/spatial_problem.html +++ b/_modules/pina/problem/spatial_problem.html @@ -7,7 +7,7 @@ - pina.problem.spatial_problem — PINA 0.1.2.post2411 documentation + pina.problem.spatial_problem — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/problem/timedep_problem.html b/_modules/pina/problem/timedep_problem.html index 73f7f392..d6cf6f81 100644 --- a/_modules/pina/problem/timedep_problem.html +++ b/_modules/pina/problem/timedep_problem.html @@ -7,7 +7,7 @@ - pina.problem.timedep_problem — PINA 0.1.2.post2411 documentation + pina.problem.timedep_problem — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/garom.html b/_modules/pina/solvers/garom.html index 84e912d9..6b4f0624 100644 --- a/_modules/pina/solvers/garom.html +++ b/_modules/pina/solvers/garom.html @@ -7,7 +7,7 @@ - pina.solvers.garom — PINA 0.1.2.post2411 documentation + pina.solvers.garom — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/basepinn.html b/_modules/pina/solvers/pinns/basepinn.html index cbb774f8..a7ff01fc 100644 --- a/_modules/pina/solvers/pinns/basepinn.html +++ b/_modules/pina/solvers/pinns/basepinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.basepinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.basepinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/causalpinn.html b/_modules/pina/solvers/pinns/causalpinn.html index eaaaca91..62fc0d5c 100644 --- a/_modules/pina/solvers/pinns/causalpinn.html +++ b/_modules/pina/solvers/pinns/causalpinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.causalpinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.causalpinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/competitive_pinn.html b/_modules/pina/solvers/pinns/competitive_pinn.html index 29bdecf2..ba837b05 100644 --- a/_modules/pina/solvers/pinns/competitive_pinn.html +++ b/_modules/pina/solvers/pinns/competitive_pinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.competitive_pinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.competitive_pinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/gpinn.html b/_modules/pina/solvers/pinns/gpinn.html index 6fbf640c..2c33bb71 100644 --- a/_modules/pina/solvers/pinns/gpinn.html +++ b/_modules/pina/solvers/pinns/gpinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.gpinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.gpinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/pinn.html b/_modules/pina/solvers/pinns/pinn.html index fd8f714b..b969f6ab 100644 --- a/_modules/pina/solvers/pinns/pinn.html +++ b/_modules/pina/solvers/pinns/pinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.pinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.pinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/rbapinn.html b/_modules/pina/solvers/pinns/rbapinn.html index 5df90e27..02009e04 100644 --- a/_modules/pina/solvers/pinns/rbapinn.html +++ b/_modules/pina/solvers/pinns/rbapinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.rbapinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.rbapinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/pinns/sapinn.html b/_modules/pina/solvers/pinns/sapinn.html index 4d442cf2..fead3b62 100644 --- a/_modules/pina/solvers/pinns/sapinn.html +++ b/_modules/pina/solvers/pinns/sapinn.html @@ -7,7 +7,7 @@ - pina.solvers.pinns.sapinn — PINA 0.1.2.post2411 documentation + pina.solvers.pinns.sapinn — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/rom.html b/_modules/pina/solvers/rom.html index 7c27036a..25433917 100644 --- a/_modules/pina/solvers/rom.html +++ b/_modules/pina/solvers/rom.html @@ -7,7 +7,7 @@ - pina.solvers.rom — PINA 0.1.2.post2411 documentation + pina.solvers.rom — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/solver.html b/_modules/pina/solvers/solver.html index 38f5918f..72d120d9 100644 --- a/_modules/pina/solvers/solver.html +++ b/_modules/pina/solvers/solver.html @@ -7,7 +7,7 @@ - pina.solvers.solver — PINA 0.1.2.post2411 documentation + pina.solvers.solver — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/solvers/supervised.html b/_modules/pina/solvers/supervised.html index 3877c2a9..170a2346 100644 --- a/_modules/pina/solvers/supervised.html +++ b/_modules/pina/solvers/supervised.html @@ -7,7 +7,7 @@ - pina.solvers.supervised — PINA 0.1.2.post2411 documentation + pina.solvers.supervised — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_modules/pina/trainer.html b/_modules/pina/trainer.html index 6b3c72e2..f746b9b1 100644 --- a/_modules/pina/trainer.html +++ b/_modules/pina/trainer.html @@ -7,7 +7,7 @@ - pina.trainer — PINA 0.1.2.post2411 documentation + pina.trainer — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/_code.html b/_rst/_code.html index b41ccb62..3d8c43c8 100644 --- a/_rst/_code.html +++ b/_rst/_code.html @@ -8,7 +8,7 @@ - Code Documentation — PINA 0.1.2.post2411 documentation + Code Documentation — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/_contributing.html b/_rst/_contributing.html index 8213d414..620ad614 100644 --- a/_rst/_contributing.html +++ b/_rst/_contributing.html @@ -8,7 +8,7 @@ - How to contribute — PINA 0.1.2.post2411 documentation + How to contribute — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/_installation.html b/_rst/_installation.html index 9fd915bf..a323947c 100644 --- a/_rst/_installation.html +++ b/_rst/_installation.html @@ -8,7 +8,7 @@ - Installation — PINA 0.1.2.post2411 documentation + Installation — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/_tutorial.html b/_rst/_tutorial.html index e8f85a1b..e1787c5b 100644 --- a/_rst/_tutorial.html +++ b/_rst/_tutorial.html @@ -8,7 +8,7 @@ - PINA Tutorials — PINA 0.1.2.post2411 documentation + PINA Tutorials — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveCELU.html b/_rst/adaptive_functions/AdaptiveCELU.html index 11103bd1..87099b32 100644 --- a/_rst/adaptive_functions/AdaptiveCELU.html +++ b/_rst/adaptive_functions/AdaptiveCELU.html @@ -8,7 +8,7 @@ - AdaptiveCELU — PINA 0.1.2.post2411 documentation + AdaptiveCELU — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveELU.html b/_rst/adaptive_functions/AdaptiveELU.html index f057c341..564b2c79 100644 --- a/_rst/adaptive_functions/AdaptiveELU.html +++ b/_rst/adaptive_functions/AdaptiveELU.html @@ -8,7 +8,7 @@ - AdaptiveELU — PINA 0.1.2.post2411 documentation + AdaptiveELU — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveExp.html b/_rst/adaptive_functions/AdaptiveExp.html index 7c7db14c..cae29036 100644 --- a/_rst/adaptive_functions/AdaptiveExp.html +++ b/_rst/adaptive_functions/AdaptiveExp.html @@ -8,7 +8,7 @@ - AdaptiveExp — PINA 0.1.2.post2411 documentation + AdaptiveExp — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveFunctionInterface.html b/_rst/adaptive_functions/AdaptiveFunctionInterface.html index 961e3a1b..088e9481 100644 --- a/_rst/adaptive_functions/AdaptiveFunctionInterface.html +++ b/_rst/adaptive_functions/AdaptiveFunctionInterface.html @@ -8,7 +8,7 @@ - AdaptiveActivationFunctionInterface — PINA 0.1.2.post2411 documentation + AdaptiveActivationFunctionInterface — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveGELU.html b/_rst/adaptive_functions/AdaptiveGELU.html index 314bafe0..3349cfdf 100644 --- a/_rst/adaptive_functions/AdaptiveGELU.html +++ b/_rst/adaptive_functions/AdaptiveGELU.html @@ -8,7 +8,7 @@ - AdaptiveGELU — PINA 0.1.2.post2411 documentation + AdaptiveGELU — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveMish.html b/_rst/adaptive_functions/AdaptiveMish.html index 6fb71a18..f00c3549 100644 --- a/_rst/adaptive_functions/AdaptiveMish.html +++ b/_rst/adaptive_functions/AdaptiveMish.html @@ -8,7 +8,7 @@ - AdaptiveMish — PINA 0.1.2.post2411 documentation + AdaptiveMish — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveReLU.html b/_rst/adaptive_functions/AdaptiveReLU.html index a247f941..5763ea86 100644 --- a/_rst/adaptive_functions/AdaptiveReLU.html +++ b/_rst/adaptive_functions/AdaptiveReLU.html @@ -8,7 +8,7 @@ - AdaptiveReLU — PINA 0.1.2.post2411 documentation + AdaptiveReLU — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveSIREN.html b/_rst/adaptive_functions/AdaptiveSIREN.html index 5e7773ca..004c797c 100644 --- a/_rst/adaptive_functions/AdaptiveSIREN.html +++ b/_rst/adaptive_functions/AdaptiveSIREN.html @@ -8,7 +8,7 @@ - AdaptiveSIREN — PINA 0.1.2.post2411 documentation + AdaptiveSIREN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveSiLU.html b/_rst/adaptive_functions/AdaptiveSiLU.html index 0aec1f53..04be7e23 100644 --- a/_rst/adaptive_functions/AdaptiveSiLU.html +++ b/_rst/adaptive_functions/AdaptiveSiLU.html @@ -8,7 +8,7 @@ - AdaptiveSiLU — PINA 0.1.2.post2411 documentation + AdaptiveSiLU — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveSigmoid.html b/_rst/adaptive_functions/AdaptiveSigmoid.html index 3f40289d..c37667f3 100644 --- a/_rst/adaptive_functions/AdaptiveSigmoid.html +++ b/_rst/adaptive_functions/AdaptiveSigmoid.html @@ -8,7 +8,7 @@ - AdaptiveSigmoid — PINA 0.1.2.post2411 documentation + AdaptiveSigmoid — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveSoftmax.html b/_rst/adaptive_functions/AdaptiveSoftmax.html index 524525f0..d852ff3f 100644 --- a/_rst/adaptive_functions/AdaptiveSoftmax.html +++ b/_rst/adaptive_functions/AdaptiveSoftmax.html @@ -8,7 +8,7 @@ - AdaptiveSoftmax — PINA 0.1.2.post2411 documentation + AdaptiveSoftmax — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveSoftmin.html b/_rst/adaptive_functions/AdaptiveSoftmin.html index b293dacd..d1900ba6 100644 --- a/_rst/adaptive_functions/AdaptiveSoftmin.html +++ b/_rst/adaptive_functions/AdaptiveSoftmin.html @@ -8,7 +8,7 @@ - AdaptiveSoftmin — PINA 0.1.2.post2411 documentation + AdaptiveSoftmin — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/adaptive_functions/AdaptiveTanh.html b/_rst/adaptive_functions/AdaptiveTanh.html index ecb93a70..402a4309 100644 --- a/_rst/adaptive_functions/AdaptiveTanh.html +++ b/_rst/adaptive_functions/AdaptiveTanh.html @@ -8,7 +8,7 @@ - AdaptiveTanh — PINA 0.1.2.post2411 documentation + AdaptiveTanh — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/callbacks/adaptive_refinment_callbacks.html b/_rst/callbacks/adaptive_refinment_callbacks.html index 532cabf9..349db21d 100644 --- a/_rst/callbacks/adaptive_refinment_callbacks.html +++ b/_rst/callbacks/adaptive_refinment_callbacks.html @@ -8,7 +8,7 @@ - Adaptive Refinments callbacks — PINA 0.1.2.post2411 documentation + Adaptive Refinments callbacks — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/callbacks/optimizer_callbacks.html b/_rst/callbacks/optimizer_callbacks.html index c0b24959..6f2afe40 100644 --- a/_rst/callbacks/optimizer_callbacks.html +++ b/_rst/callbacks/optimizer_callbacks.html @@ -8,7 +8,7 @@ - Optimizer callbacks — PINA 0.1.2.post2411 documentation + Optimizer callbacks — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/callbacks/processing_callbacks.html b/_rst/callbacks/processing_callbacks.html index bda372fd..803a98d4 100644 --- a/_rst/callbacks/processing_callbacks.html +++ b/_rst/callbacks/processing_callbacks.html @@ -8,7 +8,7 @@ - Processing callbacks — PINA 0.1.2.post2411 documentation + Processing callbacks — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/condition.html b/_rst/condition.html index 72e0fe39..b0aeac49 100644 --- a/_rst/condition.html +++ b/_rst/condition.html @@ -8,7 +8,7 @@ - Condition — PINA 0.1.2.post2411 documentation + Condition — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/equations.html b/_rst/equations.html index 76babde2..33690cbf 100644 --- a/_rst/equations.html +++ b/_rst/equations.html @@ -8,7 +8,7 @@ - Equations — PINA 0.1.2.post2411 documentation + Equations — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/cartesian.html b/_rst/geometry/cartesian.html index e1010a0c..b7c83033 100644 --- a/_rst/geometry/cartesian.html +++ b/_rst/geometry/cartesian.html @@ -8,7 +8,7 @@ - CartesianDomain — PINA 0.1.2.post2411 documentation + CartesianDomain — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/difference_domain.html b/_rst/geometry/difference_domain.html index 642268cc..8157d858 100644 --- a/_rst/geometry/difference_domain.html +++ b/_rst/geometry/difference_domain.html @@ -8,7 +8,7 @@ - Difference — PINA 0.1.2.post2411 documentation + Difference — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/ellipsoid.html b/_rst/geometry/ellipsoid.html index 4aca5c3d..ef68c134 100644 --- a/_rst/geometry/ellipsoid.html +++ b/_rst/geometry/ellipsoid.html @@ -8,7 +8,7 @@ - EllipsoidDomain — PINA 0.1.2.post2411 documentation + EllipsoidDomain — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/exclusion_domain.html b/_rst/geometry/exclusion_domain.html index f352bae3..3a0657f5 100644 --- a/_rst/geometry/exclusion_domain.html +++ b/_rst/geometry/exclusion_domain.html @@ -8,7 +8,7 @@ - Exclusion — PINA 0.1.2.post2411 documentation + Exclusion — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/intersection_domain.html b/_rst/geometry/intersection_domain.html index 0edb8e4c..3910143f 100644 --- a/_rst/geometry/intersection_domain.html +++ b/_rst/geometry/intersection_domain.html @@ -8,7 +8,7 @@ - Intersection — PINA 0.1.2.post2411 documentation + Intersection — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/location.html b/_rst/geometry/location.html index 8848c3f9..6dc4543b 100644 --- a/_rst/geometry/location.html +++ b/_rst/geometry/location.html @@ -8,7 +8,7 @@ - Location — PINA 0.1.2.post2411 documentation + Location — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/operation_interface.html b/_rst/geometry/operation_interface.html index 994ad9bc..88865d0f 100644 --- a/_rst/geometry/operation_interface.html +++ b/_rst/geometry/operation_interface.html @@ -8,7 +8,7 @@ - OperationInterface — PINA 0.1.2.post2411 documentation + OperationInterface — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/simplex.html b/_rst/geometry/simplex.html index d528500c..6dfca3ce 100644 --- a/_rst/geometry/simplex.html +++ b/_rst/geometry/simplex.html @@ -8,7 +8,7 @@ - SimplexDomain — PINA 0.1.2.post2411 documentation + SimplexDomain — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/geometry/union_domain.html b/_rst/geometry/union_domain.html index 5c0465f7..bf282a40 100644 --- a/_rst/geometry/union_domain.html +++ b/_rst/geometry/union_domain.html @@ -8,7 +8,7 @@ - Union — PINA 0.1.2.post2411 documentation + Union — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/label_tensor.html b/_rst/label_tensor.html index fabe7c39..a49eebde 100644 --- a/_rst/label_tensor.html +++ b/_rst/label_tensor.html @@ -8,7 +8,7 @@ - LabelTensor — PINA 0.1.2.post2411 documentation + LabelTensor — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/avno_layer.html b/_rst/layers/avno_layer.html index 3062e890..93acca31 100644 --- a/_rst/layers/avno_layer.html +++ b/_rst/layers/avno_layer.html @@ -8,7 +8,7 @@ - Averaging layers — PINA 0.1.2.post2411 documentation + Averaging layers — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/convolution.html b/_rst/layers/convolution.html index f6a69e8d..bd69f15d 100644 --- a/_rst/layers/convolution.html +++ b/_rst/layers/convolution.html @@ -8,7 +8,7 @@ - Continuous convolution — PINA 0.1.2.post2411 documentation + Continuous convolution — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/enhanced_linear.html b/_rst/layers/enhanced_linear.html index 65f8b84d..e0952d70 100644 --- a/_rst/layers/enhanced_linear.html +++ b/_rst/layers/enhanced_linear.html @@ -8,7 +8,7 @@ - EnhancedLinear — PINA 0.1.2.post2411 documentation + EnhancedLinear — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/fourier.html b/_rst/layers/fourier.html index 1c1854db..900585b5 100644 --- a/_rst/layers/fourier.html +++ b/_rst/layers/fourier.html @@ -8,7 +8,7 @@ - Fourier Layers — PINA 0.1.2.post2411 documentation + Fourier Layers — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/fourier_embedding.html b/_rst/layers/fourier_embedding.html index 68931797..a5b352dd 100644 --- a/_rst/layers/fourier_embedding.html +++ b/_rst/layers/fourier_embedding.html @@ -8,7 +8,7 @@ - Fourier Feature Embedding — PINA 0.1.2.post2411 documentation + Fourier Feature Embedding — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/lowrank_layer.html b/_rst/layers/lowrank_layer.html index 4185011e..f58e2234 100644 --- a/_rst/layers/lowrank_layer.html +++ b/_rst/layers/lowrank_layer.html @@ -8,7 +8,7 @@ - Low Rank layer — PINA 0.1.2.post2411 documentation + Low Rank layer — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/orthogonal.html b/_rst/layers/orthogonal.html index da2b897d..ace8fb80 100644 --- a/_rst/layers/orthogonal.html +++ b/_rst/layers/orthogonal.html @@ -8,7 +8,7 @@ - OrthogonalBlock — PINA 0.1.2.post2411 documentation + OrthogonalBlock — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -53,8 +53,8 @@ - - + + @@ -120,8 +120,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/pbc_embedding.html b/_rst/layers/pbc_embedding.html index b6f76c8a..6a166ebb 100644 --- a/_rst/layers/pbc_embedding.html +++ b/_rst/layers/pbc_embedding.html @@ -8,7 +8,7 @@ - Periodic Boundary Condition Embedding — PINA 0.1.2.post2411 documentation + Periodic Boundary Condition Embedding — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/pod.html b/_rst/layers/pod.html index 62b68f4a..82057d11 100644 --- a/_rst/layers/pod.html +++ b/_rst/layers/pod.html @@ -8,7 +8,7 @@ - PODBlock — PINA 0.1.2.post2411 documentation + PODBlock — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/rbf_layer.html b/_rst/layers/rbf_layer.html index f559a791..6cc4e3d9 100644 --- a/_rst/layers/rbf_layer.html +++ b/_rst/layers/rbf_layer.html @@ -8,7 +8,7 @@ - RBFBlock — PINA 0.1.2.post2411 documentation + RBFBlock — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/residual.html b/_rst/layers/residual.html index 6ae4a558..538b85c0 100644 --- a/_rst/layers/residual.html +++ b/_rst/layers/residual.html @@ -8,7 +8,7 @@ - Residual layer — PINA 0.1.2.post2411 documentation + Residual layer — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/layers/spectral.html b/_rst/layers/spectral.html index dea6bc25..e63f3e55 100644 --- a/_rst/layers/spectral.html +++ b/_rst/layers/spectral.html @@ -8,7 +8,7 @@ - Spectral Convolution — PINA 0.1.2.post2411 documentation + Spectral Convolution — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/loss/loss_interface.html b/_rst/loss/loss_interface.html index 435b9265..37ce9b22 100644 --- a/_rst/loss/loss_interface.html +++ b/_rst/loss/loss_interface.html @@ -8,7 +8,7 @@ - LpLoss — PINA 0.1.2.post2411 documentation + LpLoss — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/loss/lploss.html b/_rst/loss/lploss.html index a5bfea81..542dfe5c 100644 --- a/_rst/loss/lploss.html +++ b/_rst/loss/lploss.html @@ -8,7 +8,7 @@ - LpLoss — PINA 0.1.2.post2411 documentation + LpLoss — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/loss/powerloss.html b/_rst/loss/powerloss.html index c55909f2..c89460ae 100644 --- a/_rst/loss/powerloss.html +++ b/_rst/loss/powerloss.html @@ -8,7 +8,7 @@ - PowerLoss — PINA 0.1.2.post2411 documentation + PowerLoss — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/avno.html b/_rst/models/avno.html index 3431a51f..7f3df1b7 100644 --- a/_rst/models/avno.html +++ b/_rst/models/avno.html @@ -8,7 +8,7 @@ - Averaging Neural Operator — PINA 0.1.2.post2411 documentation + Averaging Neural Operator — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/base_no.html b/_rst/models/base_no.html index be18da5e..ff09f3ec 100644 --- a/_rst/models/base_no.html +++ b/_rst/models/base_no.html @@ -8,7 +8,7 @@ - KernelNeuralOperator — PINA 0.1.2.post2411 documentation + KernelNeuralOperator — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/deeponet.html b/_rst/models/deeponet.html index aa412d17..19915df8 100644 --- a/_rst/models/deeponet.html +++ b/_rst/models/deeponet.html @@ -8,7 +8,7 @@ - DeepONet — PINA 0.1.2.post2411 documentation + DeepONet — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/fnn.html b/_rst/models/fnn.html index 86301158..080e7511 100644 --- a/_rst/models/fnn.html +++ b/_rst/models/fnn.html @@ -8,7 +8,7 @@ - FeedForward — PINA 0.1.2.post2411 documentation + FeedForward — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/fnn_residual.html b/_rst/models/fnn_residual.html index dd1946bd..42189dbb 100644 --- a/_rst/models/fnn_residual.html +++ b/_rst/models/fnn_residual.html @@ -8,7 +8,7 @@ - ResidualFeedForward — PINA 0.1.2.post2411 documentation + ResidualFeedForward — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/fno.html b/_rst/models/fno.html index 282df9dd..70dab4c5 100644 --- a/_rst/models/fno.html +++ b/_rst/models/fno.html @@ -8,7 +8,7 @@ - FNO — PINA 0.1.2.post2411 documentation + FNO — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/fourier_kernel.html b/_rst/models/fourier_kernel.html index 31525a21..81371ba8 100644 --- a/_rst/models/fourier_kernel.html +++ b/_rst/models/fourier_kernel.html @@ -8,7 +8,7 @@ - FourierIntegralKernel — PINA 0.1.2.post2411 documentation + FourierIntegralKernel — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/lno.html b/_rst/models/lno.html index 5c68f059..687add12 100644 --- a/_rst/models/lno.html +++ b/_rst/models/lno.html @@ -8,7 +8,7 @@ - Low Rank Neural Operator — PINA 0.1.2.post2411 documentation + Low Rank Neural Operator — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/mionet.html b/_rst/models/mionet.html index a1dbf1d5..d5212639 100644 --- a/_rst/models/mionet.html +++ b/_rst/models/mionet.html @@ -8,7 +8,7 @@ - MIONet — PINA 0.1.2.post2411 documentation + MIONet — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/multifeedforward.html b/_rst/models/multifeedforward.html index 8d9e2e3c..0e4bb4e1 100644 --- a/_rst/models/multifeedforward.html +++ b/_rst/models/multifeedforward.html @@ -8,7 +8,7 @@ - MultiFeedForward — PINA 0.1.2.post2411 documentation + MultiFeedForward — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/network.html b/_rst/models/network.html index c5ce4a78..313492e5 100644 --- a/_rst/models/network.html +++ b/_rst/models/network.html @@ -8,7 +8,7 @@ - Network — PINA 0.1.2.post2411 documentation + Network — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/models/spline.html b/_rst/models/spline.html index 0871591b..dbf8e927 100644 --- a/_rst/models/spline.html +++ b/_rst/models/spline.html @@ -8,7 +8,7 @@ - Spline — PINA 0.1.2.post2411 documentation + Spline — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/operators.html b/_rst/operators.html index 22a734dc..44419acf 100644 --- a/_rst/operators.html +++ b/_rst/operators.html @@ -8,7 +8,7 @@ - Operators — PINA 0.1.2.post2411 documentation + Operators — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -640,11 +640,7 @@
Raises:
-
+

NotImplementedError – ‘divgrad’ not implemented as method.

Returns:

The tensor containing the result of the Laplacian operator.

diff --git a/_rst/plotter.html b/_rst/plotter.html index e496a84d..c1b69d49 100644 --- a/_rst/plotter.html +++ b/_rst/plotter.html @@ -8,7 +8,7 @@ - Plotter — PINA 0.1.2.post2411 documentation + Plotter — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/problem/abstractproblem.html b/_rst/problem/abstractproblem.html index 27ee7106..8b6b5d7a 100644 --- a/_rst/problem/abstractproblem.html +++ b/_rst/problem/abstractproblem.html @@ -8,7 +8,7 @@ - AbstractProblem — PINA 0.1.2.post2411 documentation + AbstractProblem — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/problem/parametricproblem.html b/_rst/problem/parametricproblem.html index cff985a6..6d15a8b0 100644 --- a/_rst/problem/parametricproblem.html +++ b/_rst/problem/parametricproblem.html @@ -8,7 +8,7 @@ - ParametricProblem — PINA 0.1.2.post2411 documentation + ParametricProblem — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/problem/spatialproblem.html b/_rst/problem/spatialproblem.html index 4226471f..756effa3 100644 --- a/_rst/problem/spatialproblem.html +++ b/_rst/problem/spatialproblem.html @@ -8,7 +8,7 @@ - SpatialProblem — PINA 0.1.2.post2411 documentation + SpatialProblem — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/problem/timedepproblem.html b/_rst/problem/timedepproblem.html index 76c39989..5e4b0544 100644 --- a/_rst/problem/timedepproblem.html +++ b/_rst/problem/timedepproblem.html @@ -8,7 +8,7 @@ - TimeDependentProblem — PINA 0.1.2.post2411 documentation + TimeDependentProblem — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/basepinn.html b/_rst/solvers/basepinn.html index 440b946e..bdabfab7 100644 --- a/_rst/solvers/basepinn.html +++ b/_rst/solvers/basepinn.html @@ -8,7 +8,7 @@ - PINNInterface — PINA 0.1.2.post2411 documentation + PINNInterface — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/causalpinn.html b/_rst/solvers/causalpinn.html index bb5847b0..a7d9896b 100644 --- a/_rst/solvers/causalpinn.html +++ b/_rst/solvers/causalpinn.html @@ -8,7 +8,7 @@ - CausalPINN — PINA 0.1.2.post2411 documentation + CausalPINN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/competitivepinn.html b/_rst/solvers/competitivepinn.html index b86200f6..cbe9da99 100644 --- a/_rst/solvers/competitivepinn.html +++ b/_rst/solvers/competitivepinn.html @@ -8,7 +8,7 @@ - CompetitivePINN — PINA 0.1.2.post2411 documentation + CompetitivePINN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/garom.html b/_rst/solvers/garom.html index e678e6dc..b16e5d9e 100644 --- a/_rst/solvers/garom.html +++ b/_rst/solvers/garom.html @@ -8,7 +8,7 @@ - GAROM — PINA 0.1.2.post2411 documentation + GAROM — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/gpinn.html b/_rst/solvers/gpinn.html index 008a18ca..559e113b 100644 --- a/_rst/solvers/gpinn.html +++ b/_rst/solvers/gpinn.html @@ -8,7 +8,7 @@ - GPINN — PINA 0.1.2.post2411 documentation + GPINN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/pinn.html b/_rst/solvers/pinn.html index 6338253d..7ed13616 100644 --- a/_rst/solvers/pinn.html +++ b/_rst/solvers/pinn.html @@ -8,7 +8,7 @@ - PINN — PINA 0.1.2.post2411 documentation + PINN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/rba_pinn.html b/_rst/solvers/rba_pinn.html index a60c2f5d..254ab23f 100644 --- a/_rst/solvers/rba_pinn.html +++ b/_rst/solvers/rba_pinn.html @@ -8,7 +8,7 @@ - RBAPINN — PINA 0.1.2.post2411 documentation + RBAPINN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/rom.html b/_rst/solvers/rom.html index c2640775..99fdad07 100644 --- a/_rst/solvers/rom.html +++ b/_rst/solvers/rom.html @@ -8,7 +8,7 @@ - ReducedOrderModelSolver — PINA 0.1.2.post2411 documentation + ReducedOrderModelSolver — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/sapinn.html b/_rst/solvers/sapinn.html index 7f158d64..cd19d561 100644 --- a/_rst/solvers/sapinn.html +++ b/_rst/solvers/sapinn.html @@ -8,7 +8,7 @@ - SAPINN — PINA 0.1.2.post2411 documentation + SAPINN — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/solver_interface.html b/_rst/solvers/solver_interface.html index 27c8be9b..85c533fe 100644 --- a/_rst/solvers/solver_interface.html +++ b/_rst/solvers/solver_interface.html @@ -8,7 +8,7 @@ - SolverInterface — PINA 0.1.2.post2411 documentation + SolverInterface — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/solvers/supervised.html b/_rst/solvers/supervised.html index 9105ce82..5b449a08 100644 --- a/_rst/solvers/supervised.html +++ b/_rst/solvers/supervised.html @@ -8,7 +8,7 @@ - SupervisedSolver — PINA 0.1.2.post2411 documentation + SupervisedSolver — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/trainer.html b/_rst/trainer.html index 5fb3ce9e..04dd6cc2 100644 --- a/_rst/trainer.html +++ b/_rst/trainer.html @@ -8,7 +8,7 @@ - Trainer — PINA 0.1.2.post2411 documentation + Trainer — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial1/tutorial.html b/_rst/tutorials/tutorial1/tutorial.html index 17c54893..04247e5e 100644 --- a/_rst/tutorials/tutorial1/tutorial.html +++ b/_rst/tutorials/tutorial1/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Physics Informed Neural Networks on PINA — PINA 0.1.2.post2411 documentation + Tutorial: Physics Informed Neural Networks on PINA — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial10/tutorial.html b/_rst/tutorials/tutorial10/tutorial.html index 49995133..ee572af6 100644 --- a/_rst/tutorials/tutorial10/tutorial.html +++ b/_rst/tutorials/tutorial10/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Averaging Neural Operator for solving Kuramoto Sivashinsky equation — PINA 0.1.2.post2411 documentation + Tutorial: Averaging Neural Operator for solving Kuramoto Sivashinsky equation — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -490,9 +490,14 @@

Tutorial: Averaging Neural Operator for solving Kuramoto Sivashinsky equatio IN_COLAB = False if IN_COLAB: !pip install "pina-mathlab" + !mkdir "data" + !wget "https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS.mat" -O "data/Data_KS.mat" + !wget "https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS2.mat" -O "data/Data_KS2.mat" + import torch import matplotlib.pyplot as plt +plt.style.use('tableau-colorblind10') from scipy import io from pina import Condition, LabelTensor from pina.problem import AbstractProblem diff --git a/_rst/tutorials/tutorial11/tutorial.html b/_rst/tutorials/tutorial11/tutorial.html index c6985342..18612a89 100644 --- a/_rst/tutorials/tutorial11/tutorial.html +++ b/_rst/tutorials/tutorial11/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: PINA and PyTorch Lightning, training tips and visualizations — PINA 0.1.2.post2411 documentation + Tutorial: PINA and PyTorch Lightning, training tips and visualizations — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial12/tutorial.html b/_rst/tutorials/tutorial12/tutorial.html index b7805012..813b9c60 100644 --- a/_rst/tutorials/tutorial12/tutorial.html +++ b/_rst/tutorials/tutorial12/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: The Equation Class — PINA 0.1.2.post2411 documentation + Tutorial: The Equation Class — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial13/tutorial.html b/_rst/tutorials/tutorial13/tutorial.html index 496e4a84..130b2c6e 100644 --- a/_rst/tutorials/tutorial13/tutorial.html +++ b/_rst/tutorials/tutorial13/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Multiscale PDE learning with Fourier Feature Network — PINA 0.1.2.post2411 documentation + Tutorial: Multiscale PDE learning with Fourier Feature Network — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial2/tutorial.html b/_rst/tutorials/tutorial2/tutorial.html index f13b9c09..5916f149 100644 --- a/_rst/tutorials/tutorial2/tutorial.html +++ b/_rst/tutorials/tutorial2/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Two dimensional Poisson problem using Extra Features Learning — PINA 0.1.2.post2411 documentation + Tutorial: Two dimensional Poisson problem using Extra Features Learning — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial3/tutorial.html b/_rst/tutorials/tutorial3/tutorial.html index 6b2c94ba..026f6423 100644 --- a/_rst/tutorials/tutorial3/tutorial.html +++ b/_rst/tutorials/tutorial3/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Two dimensional Wave problem with hard constraint — PINA 0.1.2.post2411 documentation + Tutorial: Two dimensional Wave problem with hard constraint — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/_rst/tutorials/tutorial4/tutorial.html b/_rst/tutorials/tutorial4/tutorial.html index ce5c1457..e62f2ff7 100644 --- a/_rst/tutorials/tutorial4/tutorial.html +++ b/_rst/tutorials/tutorial4/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Unstructured convolutional autoencoder via continuous convolution — PINA 0.1.2.post2411 documentation + Tutorial: Unstructured convolutional autoencoder via continuous convolution — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -493,6 +493,7 @@

Tutorial: Unstructured convolutional autoencoder via continuous convolution< import torch import matplotlib.pyplot as plt +plt.style.use('tableau-colorblind10') from pina.problem import AbstractProblem from pina.solvers import SupervisedSolver from pina.trainer import Trainer diff --git a/_rst/tutorials/tutorial5/tutorial.html b/_rst/tutorials/tutorial5/tutorial.html index 59f278a1..808aa19d 100644 --- a/_rst/tutorials/tutorial5/tutorial.html +++ b/_rst/tutorials/tutorial5/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Two dimensional Darcy flow using the Fourier Neural Operator — PINA 0.1.2.post2411 documentation + Tutorial: Two dimensional Darcy flow using the Fourier Neural Operator — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -490,6 +490,9 @@

Tutorial: Two dimensional Darcy flow using the Fourier Neural OperatorTutorial: Two dimensional Darcy flow using the Fourier Neural Operator
diff --git a/_rst/tutorials/tutorial6/tutorial.html b/_rst/tutorials/tutorial6/tutorial.html index 75168691..4077d519 100644 --- a/_rst/tutorials/tutorial6/tutorial.html +++ b/_rst/tutorials/tutorial6/tutorial.html @@ -8,7 +8,7 @@ - Tutorial: Building custom geometries with PINA Location class — PINA 0.1.2.post2411 documentation + Tutorial: Building custom geometries with PINA Location class — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -495,6 +495,7 @@

Tutorial: Building custom geometries with PINA - Tutorial: Resolution of an inverse problem — PINA 0.1.2.post2411 documentation + Tutorial: Resolution of an inverse problem — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -508,8 +508,14 @@

Introduction to the inverse problem - Tutorial: Reduced order model (POD-RBF or POD-NN) for parametric problems — PINA 0.1.2.post2411 documentation + Tutorial: Reduced order model (POD-RBF or POD-NN) for parametric problems — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -513,6 +513,7 @@

References - Tutorial: One dimensional Helmotz equation using Periodic Boundary Conditions — PINA 0.1.2.post2411 documentation + Tutorial: One dimensional Helmotz equation using Periodic Boundary Conditions — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -55,8 +55,8 @@ - - + + @@ -122,8 +122,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home @@ -494,6 +494,7 @@

Tutorial: One dimensional Helmotz equation using Periodic Boundary Condition import torch import matplotlib.pyplot as plt +plt.style.use('tableau-colorblind10') from pina import Condition, Plotter from pina.problem import SpatialProblem diff --git a/_sources/_rst/tutorials/tutorial10/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial10/tutorial.rst.txt index fb37a2ff..46923544 100644 --- a/_sources/_rst/tutorials/tutorial10/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial10/tutorial.rst.txt @@ -24,9 +24,14 @@ operations. IN_COLAB = False if IN_COLAB: !pip install "pina-mathlab" + !mkdir "data" + !wget "https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS.mat" -O "data/Data_KS.mat" + !wget "https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS2.mat" -O "data/Data_KS2.mat" + import torch import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') from scipy import io from pina import Condition, LabelTensor from pina.problem import AbstractProblem diff --git a/_sources/_rst/tutorials/tutorial4/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial4/tutorial.rst.txt index db0107b5..2900c3e8 100644 --- a/_sources/_rst/tutorials/tutorial4/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial4/tutorial.rst.txt @@ -27,6 +27,7 @@ First of all we import the modules needed for the tutorial: import torch import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') from pina.problem import AbstractProblem from pina.solvers import SupervisedSolver from pina.trainer import Trainer diff --git a/_sources/_rst/tutorials/tutorial5/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial5/tutorial.rst.txt index 4bbb34fe..59eb62a8 100644 --- a/_sources/_rst/tutorials/tutorial5/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial5/tutorial.rst.txt @@ -23,6 +23,9 @@ First of all we import the modules needed for the tutorial. Importing if IN_COLAB: !pip install "pina-mathlab" !pip install scipy + # get the data + !wget https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial5/Data_Darcy.mat + # !pip install scipy # install scipy from scipy import io @@ -33,6 +36,7 @@ First of all we import the modules needed for the tutorial. Importing from pina.trainer import Trainer from pina.problem import AbstractProblem import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') Data Generation --------------- diff --git a/_sources/_rst/tutorials/tutorial6/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial6/tutorial.rst.txt index d48fc78e..d021adf8 100644 --- a/_sources/_rst/tutorials/tutorial6/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial6/tutorial.rst.txt @@ -28,6 +28,7 @@ We import the relevant modules first. !pip install "pina-mathlab" import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') from pina.geometry import EllipsoidDomain, Difference, CartesianDomain, Union, SimplexDomain from pina.label_tensor import LabelTensor diff --git a/_sources/_rst/tutorials/tutorial7/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial7/tutorial.rst.txt index f3f47aad..ac5ace30 100644 --- a/_sources/_rst/tutorials/tutorial7/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial7/tutorial.rst.txt @@ -46,8 +46,14 @@ In order to achieve both the goals we will need to define an IN_COLAB = False if IN_COLAB: !pip install "pina-mathlab" + # get the data + !mkdir "data" + !wget "https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial7/data/pinn_solution_0.5_0.5" -O "data/pinn_solution_0.5_0.5" + !wget "https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial7/data/pts_0.5_0.5" -O "data/pts_0.5_0.5" + import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') import torch from pytorch_lightning.callbacks import Callback from pina.problem import SpatialProblem, InverseProblem diff --git a/_sources/_rst/tutorials/tutorial8/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial8/tutorial.rst.txt index effda79e..6be60b4e 100644 --- a/_sources/_rst/tutorials/tutorial8/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial8/tutorial.rst.txt @@ -48,6 +48,7 @@ minimum PINA version to run this tutorial is the ``0.1``. %matplotlib inline import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') import torch import pina diff --git a/_sources/_rst/tutorials/tutorial9/tutorial.rst.txt b/_sources/_rst/tutorials/tutorial9/tutorial.rst.txt index a99ac9ce..4b47a52f 100644 --- a/_sources/_rst/tutorials/tutorial9/tutorial.rst.txt +++ b/_sources/_rst/tutorials/tutorial9/tutorial.rst.txt @@ -28,6 +28,7 @@ First of all, some useful imports. import torch import matplotlib.pyplot as plt + plt.style.use('tableau-colorblind10') from pina import Condition, Plotter from pina.problem import SpatialProblem diff --git a/_static/documentation_options.js b/_static/documentation_options.js index dc1a4f26..3431d1fa 100644 --- a/_static/documentation_options.js +++ b/_static/documentation_options.js @@ -1,5 +1,5 @@ const DOCUMENTATION_OPTIONS = { - VERSION: '0.1.2.post2411', + VERSION: '0.1.2.post2412', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/_team.html b/_team.html index 9b14aed8..c47e9cc2 100644 --- a/_team.html +++ b/_team.html @@ -8,7 +8,7 @@ - PINA Team — PINA 0.1.2.post2411 documentation + PINA Team — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/genindex.html b/genindex.html index 3a1f6d73..e3130c75 100644 --- a/genindex.html +++ b/genindex.html @@ -7,7 +7,7 @@ - Index — PINA 0.1.2.post2411 documentation + Index — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -51,8 +51,8 @@ - - + + @@ -118,8 +118,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/index.html b/index.html index c8a3cb79..7a4dbc89 100644 --- a/index.html +++ b/index.html @@ -8,7 +8,7 @@ - Welcome to PINA’s documentation! — PINA 0.1.2.post2411 documentation + Welcome to PINA’s documentation! — PINA 0.1.2.post2412 documentation @@ -41,7 +41,7 @@ - + @@ -54,8 +54,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 0.1.2.post2411 documentation - Home + PINA 0.1.2.post2412 documentation - Home + PINA 0.1.2.post2412 documentation - Home diff --git a/objects.inv b/objects.inv index b9667c85a1dd44249e50603eb52d1746da2f2203..ea8ae204cf3ec02e1ecc83a8b104ed9788b611d3 100644 GIT binary patch delta 12 TcmcbqcvEqLE2Ggyx5)wkA$0_o delta 12 TcmcbqcvEqLE2H5?x5)wkA#eni diff --git a/py-modindex.html b/py-modindex.html index 41531b30..6ce8eadf 100644 --- a/py-modindex.html +++ b/py-modindex.html @@ -7,7 +7,7 @@ - Python Module Index — PINA 0.1.2.post2411 documentation + Python Module Index — PINA 0.1.2.post2412 documentation @@ -40,7 +40,7 @@ - + @@ -52,8 +52,8 @@ - - + + @@ -121,8 +121,8 @@ - PINA 0.1.2.post2411 documentation - Home - PINA 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