From 1466490b2c255f5f5328b15b65c059f182c5eb8f Mon Sep 17 00:00:00 2001 From: dreamer2368 Date: Thu, 17 Oct 2024 18:12:20 +0000 Subject: [PATCH] deploy: 91b65968c115058822ff2b39be5fbea9cca052e6 --- .buildinfo | 2 +- .doctrees/environment.pickle | Bin 933166 -> 933235 bytes .doctrees/index.doctree | Bin 4399 -> 4491 bytes _sources/index.rst.txt | 8 ++++---- autoapi/index.html | 2 +- autoapi/lasdi/enums/index.html | 2 +- autoapi/lasdi/fd/index.html | 2 +- autoapi/lasdi/gp/index.html | 2 +- autoapi/lasdi/gplasdi/index.html | 2 +- autoapi/lasdi/index.html | 2 +- autoapi/lasdi/inputs/index.html | 2 +- autoapi/lasdi/latent_dynamics/index.html | 2 +- .../lasdi/latent_dynamics/sindy/index.html | 2 +- autoapi/lasdi/latent_space/index.html | 2 +- autoapi/lasdi/param/index.html | 2 +- autoapi/lasdi/physics/burgers1d/index.html | 2 +- autoapi/lasdi/physics/index.html | 2 +- autoapi/lasdi/postprocess/index.html | 2 +- autoapi/lasdi/timing/index.html | 2 +- autoapi/lasdi/workflow/index.html | 2 +- genindex.html | 2 +- index.html | 9 +++++---- py-modindex.html | 2 +- search.html | 2 +- searchindex.js | 2 +- 25 files changed, 30 insertions(+), 29 deletions(-) diff --git a/.buildinfo b/.buildinfo index cbfbbc2..ca4bd62 100644 --- a/.buildinfo +++ b/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. 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b/_sources/index.rst.txt index 3ebe8d0..bb10aef 100644 --- a/_sources/index.rst.txt +++ b/_sources/index.rst.txt @@ -6,10 +6,10 @@ LaSDI documentation =================== -Add your content using ``reStructuredText`` syntax. See the -`reStructuredText `_ -documentation for details. - +LaSDI is a light-weight python package for Latent Space Dynamics Identification. +LaSDI maps full-order PDE solutions to a latent space using autoencoders and learns the system of ODEs governing the latent space dynamics. +By interpolating and solving the ODE system in the reduced latent space, fast and accurate ROM predictions can be made by feeding the predicted latent space dynamics into the decoder. +It also supports parametric interpolation of latent dynamics according to uncertainties evaluated via Gaussian process. .. toctree:: :maxdepth: 2 diff --git a/autoapi/index.html b/autoapi/index.html index 20601c7..d8bec86 100644 --- a/autoapi/index.html +++ b/autoapi/index.html @@ -122,7 +122,7 @@

API Reference -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Submodules -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Package Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

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Package Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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Module Contents -

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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X

-

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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LaSDI documentation

-

Add your content using reStructuredText syntax. See the -reStructuredText -documentation for details.

+

LaSDI is a light-weight python package for Latent Space Dynamics Identification. +LaSDI maps full-order PDE solutions to a latent space using autoencoders and learns the system of ODEs governing the latent space dynamics. +By interpolating and solving the ODE system in the reduced latent space, fast and accurate ROM predictions can be made by feeding the predicted latent space dynamics into the decoder. +It also supports parametric interpolation of latent dynamics according to uncertainties evaluated via Gaussian process.

Contents:

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Python Module Index

-

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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-

© Copyright 2024, Kevin Chung.

+

© Copyright 2023-2024, Lawrence Livermore National Security, LLC and other LaSDI project developers..

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"lasdi.gplasdi.get_fom_max_std"]], "get_new_sample_point() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.get_new_sample_point"]], "lasdi.gplasdi": [[4, "module-lasdi.gplasdi"]], "latent_dynamics (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.latent_dynamics"]], "ld_weight (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ld_weight"]], "load() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.load"]], "lr (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.lr"]], "max_greedy_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.max_greedy_iter"]], "max_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.max_iter"]], "n_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.n_iter"]], "n_samples (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.n_samples"]], "optimizer (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.optimizer"]], "optimizer_to() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.optimizer_to"]], "param_space (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.param_space"]], "path_checkpoint (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.path_checkpoint"]], "path_results (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.path_results"]], "physics (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.physics"]], "restart_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.restart_iter"]], "sample_roms() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.sample_roms"]], "timer (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.timer"]], "train() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.train"]], "lasdi": [[5, "module-lasdi"]], "inputparser (class in lasdi.inputs)": [[6, "lasdi.inputs.InputParser"]], "dict_ (lasdi.inputs.inputparser attribute)": [[6, "lasdi.inputs.InputParser.dict_"]], "getdictfromlist() (in module lasdi.inputs)": [[6, "lasdi.inputs.getDictFromList"]], "getinput() (lasdi.inputs.inputparser method)": [[6, "lasdi.inputs.InputParser.getInput"]], "lasdi.inputs": [[6, "module-lasdi.inputs"]], "name (lasdi.inputs.inputparser attribute)": [[6, "lasdi.inputs.InputParser.name"]], "verbose (in module lasdi.inputs)": [[6, "lasdi.inputs.verbose"]], "latentdynamics (class in lasdi.latent_dynamics)": [[7, "lasdi.latent_dynamics.LatentDynamics"]], "calibrate() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.calibrate"]], "coefs (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.coefs"]], "dim (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.dim"]], "export() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.export"]], "lasdi.latent_dynamics": [[7, "module-lasdi.latent_dynamics"]], "load() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.load"]], "ncoefs (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.ncoefs"]], "nt (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.nt"]], "sample() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.sample"]], "simulate() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.simulate"]], "mse (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.MSE"]], "sindy (class in lasdi.latent_dynamics.sindy)": [[8, "lasdi.latent_dynamics.sindy.SINDy"]], "calibrate() 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(lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.parser"]], "simulate() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.simulate"]], "autoencoder (class in lasdi.latent_space)": [[9, "lasdi.latent_space.Autoencoder"]], "multilayerperceptron (class in lasdi.latent_space)": [[9, "lasdi.latent_space.MultiLayerPerceptron"]], "act_dict (in module lasdi.latent_space)": [[9, "lasdi.latent_space.act_dict"]], "act_type (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.act_type"]], "act_type (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.act_type"]], "apply_attention() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.apply_attention"]], "decoder (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.decoder"]], "encoder (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.encoder"]], "export() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.export"]], "fcs (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.fcs"]], "forward() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.forward"]], "forward() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.forward"]], "hidden_units (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.hidden_units"]], "init_weight() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.init_weight"]], "initial_condition_latent() (in module lasdi.latent_space)": [[9, "lasdi.latent_space.initial_condition_latent"]], "lasdi.latent_space": [[9, "module-lasdi.latent_space"]], "layer_sizes (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.layer_sizes"]], "layer_sizes (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.layer_sizes"]], "load() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.load"]], "n_layers (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.n_layers"]], "n_z (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.n_z"]], "num_heads (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.num_heads"]], "qgrid_size (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.qgrid_size"]], "reshape_index (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.reshape_index"]], "reshape_shape (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.reshape_shape"]], "space_dim (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.space_dim"]], "threshold (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.threshold"]], "use_multihead (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.use_multihead"]], "value (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.value"]], "parameterspace (class in lasdi.param)": [[10, "lasdi.param.ParameterSpace"]], "appendtrainspace() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.appendTrainSpace"]], "createhypergridspace() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.createHyperGridSpace"]], "createhypermeshgrid() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.createHyperMeshGrid"]], "createinitialtrainspace() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.createInitialTrainSpace"]], "createtestgridspace() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.createTestGridSpace"]], "create_uniform_1dspace() (in module lasdi.param)": [[10, "lasdi.param.create_uniform_1dspace"]], "export() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.export"]], "getparam1dspace (in module lasdi.param)": [[10, "lasdi.param.getParam1DSpace"]], "getparameter() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.getParameter"]], "get_1dspace_from_list() (in module lasdi.param)": [[10, "lasdi.param.get_1dspace_from_list"]], "lasdi.param": [[10, "module-lasdi.param"]], "load() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.load"]], "n_init (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.n_init"]], "n_param (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.n_param"]], "n_test() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.n_test"]], "n_train() (lasdi.param.parameterspace method)": [[10, "lasdi.param.ParameterSpace.n_train"]], "param_list (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.param_list"]], "param_name (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.param_name"]], "parser (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.parser"]], "test_grid_sizes (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_grid_sizes"]], "test_meshgrid (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_meshgrid"]], "test_space (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_space"]], "test_space_type (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.test_space_type"]], "train_space (lasdi.param.parameterspace attribute)": [[10, "lasdi.param.ParameterSpace.train_space"]], "burgers1d (class in lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.Burgers1D"]], "a_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.a_idx"]], "convergence_threshold (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.convergence_threshold"]], "dim (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.dim"]], "dt (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.dt"]], "dx (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.dx"]], "export() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.export"]], "grid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.grid_size"]], "initial_condition() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.initial_condition"]], "jacobian() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.jacobian"]], "lasdi.physics.burgers1d": [[11, "module-lasdi.physics.burgers1d"]], "main() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.main"]], "maxk (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.maxk"]], "nt (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.nt"]], "offline (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.offline"]], "parser (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.parser"]], "qdim (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.qdim"]], "qgrid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.qgrid_size"]], "residual() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.residual"]], "residual_burgers() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.residual_burgers"]], "solve() (lasdi.physics.burgers1d.burgers1d method)": [[11, "lasdi.physics.burgers1d.Burgers1D.solve"]], "solver() (in module lasdi.physics.burgers1d)": [[11, "lasdi.physics.burgers1d.solver"]], "t_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.t_grid"]], "tmax (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.tmax"]], "w_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.w_idx"]], "x_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.x_grid"]], "xmax (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.xmax"]], "xmin (lasdi.physics.burgers1d.burgers1d attribute)": [[11, "lasdi.physics.burgers1d.Burgers1D.xmin"]], "offlinefom (class in lasdi.physics)": [[12, "lasdi.physics.OfflineFOM"]], "physics (class in lasdi.physics)": [[12, "lasdi.physics.Physics"]], "dim (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.dim"]], "dim (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.dim"]], "dt (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.dt"]], "dt (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.dt"]], "export() (lasdi.physics.offlinefom method)": [[12, "lasdi.physics.OfflineFOM.export"]], "export() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.export"]], "generate_solutions() (lasdi.physics.offlinefom method)": [[12, "lasdi.physics.OfflineFOM.generate_solutions"]], "generate_solutions() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.generate_solutions"]], "grid_size (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.grid_size"]], "grid_size (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.grid_size"]], "initial_condition() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.initial_condition"]], "lasdi.physics": [[12, "module-lasdi.physics"]], "nt (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.nt"]], "nt (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.nt"]], "offline (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.offline"]], "offline (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.offline"]], "param_name (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.param_name"]], "parser (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.parser"]], "qdim (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.qdim"]], "qdim (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.qdim"]], "qgrid_size (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.qgrid_size"]], "qgrid_size (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.qgrid_size"]], "residual() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.residual"]], "solve() (lasdi.physics.physics method)": [[12, "lasdi.physics.Physics.solve"]], "t_grid (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.t_grid"]], "t_grid (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.t_grid"]], "x_grid (lasdi.physics.offlinefom attribute)": [[12, "lasdi.physics.OfflineFOM.x_grid"]], "x_grid (lasdi.physics.physics attribute)": [[12, "lasdi.physics.Physics.x_grid"]], "compute_errors() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.compute_errors"]], "heatmap2d() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.heatmap2d"]], "lasdi.postprocess": [[13, "module-lasdi.postprocess"]], "plot_gp2d() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.plot_gp2d"]], "plot_prediction() (in module lasdi.postprocess)": [[13, "lasdi.postprocess.plot_prediction"]], "timer (class in lasdi.timing)": [[14, "lasdi.timing.Timer"]], "calls (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.calls"]], "end() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.end"]], "export() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.export"]], "lasdi.timing": [[14, "module-lasdi.timing"]], "load() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.load"]], "names (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.names"]], "print() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.print"]], "start() (lasdi.timing.timer method)": [[14, "lasdi.timing.Timer.start"]], "starts (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.starts"]], "times (lasdi.timing.timer attribute)": [[14, "lasdi.timing.Timer.times"]], "collect_samples() (in module lasdi.workflow)": [[15, "lasdi.workflow.collect_samples"]], "initialize_latent_space() (in module lasdi.workflow)": [[15, "lasdi.workflow.initialize_latent_space"]], "initialize_physics() (in module lasdi.workflow)": [[15, "lasdi.workflow.initialize_physics"]], "initialize_trainer() (in module lasdi.workflow)": [[15, "lasdi.workflow.initialize_trainer"]], "lasdi.workflow": [[15, "module-lasdi.workflow"]], "latent_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.latent_dict"]], "ld_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.ld_dict"]], "main() (in module lasdi.workflow)": [[15, "lasdi.workflow.main"]], "parser (in module lasdi.workflow)": [[15, "lasdi.workflow.parser"]], "physics_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.physics_dict"]], "pick_samples() (in module lasdi.workflow)": [[15, "lasdi.workflow.pick_samples"]], "run_samples() (in module lasdi.workflow)": [[15, "lasdi.workflow.run_samples"]], "step() (in module lasdi.workflow)": [[15, "lasdi.workflow.step"]], "trainer_dict (in module lasdi.workflow)": [[15, "lasdi.workflow.trainer_dict"]]}}) \ No newline at end of file