[Rapid demo] Classical estimation of expectation values from parametr…

…ized quantum circuits (#1209) **Title:** Classical estimation of expectation values from parametrized quantum circuits **Summary:** Rapid demo on simulation result [here](https://arxiv.org/abs/2409.01706). **Relevant references:** https://arxiv.org/abs/2409.01706 **Possible Drawbacks:** **Related GitHub Issues:** * Which of the following types of documentation is most similar to your file? (more details [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8)) - [ ] Tutorial - [x] Demo - [ ] How-to --------- Co-authored-by: Ivana Kurečić <[email protected]>
PennyLaneAI · Sep 10, 2024 · 5331fd0 · 5331fd0
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diff --git a/...humbnails/large_demo_thumbnails/thumbnail_large_classical_expval_estimation.png b/...humbnails/large_demo_thumbnails/thumbnail_large_classical_expval_estimation.png
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+{
+    "title": "Classically estimating expectation values from parametrized quantum circuits",
+    "authors": [
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+            "username": "dwierichs"
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+    "dateOfPublication": "2024-09-10T00:00:00+00:00",
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+    "categories": [
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+    "canonicalURL": "/qml/demos/tutorial_classical_expval_estimation",
+    "references": [
+        {
+            "id": "gottesman",
+            "type": "article",
+            "title": "The Heisenberg Representation of Quantum Computers.",
+            "authors": "D. Gottesman",
+            "year": "1998",
+            "journal": "",
+            "url": "https://arxiv.org/abs/quant-ph/9807006"
+        },
+        {
+            "id": "angrisani",
+            "type": "article",
+            "title": "Classically estimating observables of noiseless quantum circuits.",
+            "authors": "Armando Angrisani, Alexander Schmidhuber, Manuel S. Rudolph, M. Cerezo, Zoë Holmes, Hsin-Yuan Huang",
+            "year": "2024",
+            "journal": "",
+            "url": "https://arxiv.org/abs/2409.01706"
+        },
+        {
+            "id": "aharonov",
+            "type": "article",
+            "title": "A polynomial-time classical algorithm for noisy random circuit sampling.",
+            "authors": "Dorit Aharonov, Xun Gao, Zeph Landau, Yunchao Liu, Umesh Vazirani",
+            "year": "2022",
+            "journal": "",
+            "url": "https://arxiv.org/abs/2211.03999"
+        },
+        {
+            "id": "lowesa",
+            "type": "article",
+            "title": "Classical surrogate simulation of quantum systems with LOWESA.",
+            "authors": "Manuel S. Rudolph, Enrico Fontana, Zoë Holmes, Lukasz Cincio",
+            "year": "2023",
+            "journal": "",
+            "url": "https://arxiv.org/abs/2308.09109"
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+        {
+            "id": "begusic",
+            "type": "article",
+            "title": "Fast and converged classical simulations of evidence for the utility of quantum computing before fault tolerance.",
+            "authors": "Tomislav Begušić, Johnnie Gray, Garnet Kin-Lic Chan",
+            "year": "2023",
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+            "url": "https://arxiv.org/abs/2308.05077"
+        }
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