Optimal control for gate compilation (#827)

* add draft demo * tiny fix * black * update * improve * black * tkagg * reviewing * update * Apply suggestions from code review Co-authored-by: Korbinian Kottmann <[email protected]> * code review * black * todos and update * finalize for review * metadata * print times * black * black * references * reference * add nice figures. include controlling hand figure * thumbnails * Apply suggestions from code review Co-authored-by: Alvaro Ballon <[email protected]> * Apply suggestions from code review Co-authored-by: Alvaro Ballon <[email protected]> * Apply suggestions from code review Co-authored-by: Alvaro Ballon <[email protected]> * metadata refs * polish/review * maximize instead of minimze * improvements. include Hamiltonian * update * updated thumbnails * update header image * review * relatedContent * metadata * metadata stuff * metadata stuff * Apply suggestions from code review Co-authored-by: Guillermo Alonso-Linaje <[email protected]> * Update demonstrations/tutorial_optimal_control.metadata.json * Update demonstrations/tutorial_optimal_control.py * Update demonstrations/tutorial_optimal_control.py --------- Co-authored-by: Korbinian Kottmann <[email protected]> Co-authored-by: Alvaro Ballon <[email protected]> Co-authored-by: Guillermo Alonso-Linaje <[email protected]>
PennyLaneAI · Aug 4, 2023 · b201f07 · b201f07
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diff --git a/_static/large_demo_thumbnails/thumbnail_large_optimal_control.png b/_static/large_demo_thumbnails/thumbnail_large_optimal_control.png
diff --git a/demonstrations/optimal_control/OptimalControl_Smoother_Rectangles.png b/demonstrations/optimal_control/OptimalControl_Smoother_Rectangles.png
diff --git a/demonstrations/optimal_control/OptimalControl_control_quantum_systems.png b/demonstrations/optimal_control/OptimalControl_control_quantum_systems.png
diff --git a/demonstrations/optimal_control/OptimalControl_distance.png b/demonstrations/optimal_control/OptimalControl_distance.png
diff --git a/demonstrations/optimal_control/thumbnail_tutorial_optimal_control.png b/demonstrations/optimal_control/thumbnail_tutorial_optimal_control.png
diff --git a/demonstrations/tutorial_optimal_control.metadata.json b/demonstrations/tutorial_optimal_control.metadata.json
@@ -0,0 +1,101 @@
+{
+    "title": "Optimal control for gate compilation",
+    "authors": [
+        {
+            "id": "david_wierichs"
+        }
+    ],
+    "dateOfPublication": "2023-08-08T00:00:00+00:00",
+    "dateOfLastModification": "2023-08-08T00:00:00+00:00",
+    "categories": [
+        "Optimization",
+        "Quantum Computing",
+        "Quantum Hardware"
+    ],
+    "tags": [],
+    "previewImages": [
+        {
+            "type": "thumbnail",
+            "uri": "/_images/thumbnail_tutorial_optimal_control.png"
+        },
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+            "uri": "/_static/large_demo_thumbnails/thumbnail_large_tutorial_optimal_control.png"
+        },
+        {
+            "type": "hero_image",
+            "uri": "/_static/hero_illustrations/optimal_control_hero.png"
+        }
+    ],
+    "seoDescription": "Learn how to optimize pulse programs to obtain digital gates",
+    "doi": "",
+    "canonicalURL": "/qml/demos/tutorial_optimal_control",
+    "references": [
+        {
+            "id": "KingmaBa14",
+            "type": "preprint",
+            "title": "Adam: A method for Stochastic Optimization",
+            "authors": "D. Kingma and J. Ba",
+            "year": "2014",
+            "publisher": "",
+            "journal": "",
+            "doi": "10.48550/arXiv.2303.11355",
+            "url": "https://arxiv.org/abs/2303.11355"
+        },
+        {
+            "id": "KhanejaReiss05",
+            "type": "article",
+            "title": "Optimal Control of Coupled Spin Dynamics: Design of NMR Pulse Sequences by Gradient Ascent Algorithms",
+            "authors": "N. Khaneja, T. Reiss, C. Kehlet, T. Schulte-Herbrüggen and S.J. Glaser",
+            "year": "2005",
+            "publisher": "",
+            "journal": "J. Magn. Reson. 172, 296-305",
+            "doi": "10.1016/j.jmr.2004.11.004",
+            "url": "https://www.ch.nat.tum.de/fileadmin/w00bzu/ocnmr/pdf/94_GRAPE_JMR_05_.pdf"
+        },
+        {
+            "id": "CanevaMurphy09",
+            "type": "article",
+            "title": "Optimal Control at the Quantum Speed Limit",
+            "authors": "T. Caneva, M. Murphy, T. Calarco, R. Fazio, S. Montangero, V. Giovannetti and G. Santoro",
+            "year": "2009",
+            "publisher": "",
+            "journal": "Phys. Rev. Lett. 103, 240501",
+            "doi": "10.1103/PhysRevLett.103.240501",
+            "url": "https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.103.240501",
+            "preprint": "https://arxiv.org/abs/0902.4193"
+        },
+        {
+            "id": "DoriaCalarco11",
+            "type": "article",
+            "title": "Optimal Control Technique for Many-Body Quantum Dynamics",
+            "authors": "P. Doria, T. Calarco and S. Montangero",
+            "year": "2011",
+            "publisher": "",
+            "journal": "Phys. Rev. Lett. 106, 190501",
+            "doi": "10.1103/PhysRevLett.106.190501",
+            "url": "https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.106.190501",
+            "preprint": "https://arxiv.org/abs/1003.3750"
+        }
+    ],
+    "basedOnPapers": [],
+    "referencedByPapers": [],
+    "relatedContent": [
+        {
+            "type": "demonstration",
+            "id": "tutorial_pulse_programming101",
+            "weight": 1.0
+        },
+        {
+            "type": "demonstration",
+            "id": "tutorial_neutral_atoms",
+            "weight": 1.0
+        },
+        {
+            "type": "demonstration",
+            "id": "ahs_aquila",
+            "weight": 1.0
+        }
+    ]
+}
+