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June 8, 2021-Carrasquilla- Harnessing Quantum Matter Data Revolution
Автор: Cornell Laboratory of Atomic and Solid State Physics
Загружено: 2021-06-08
Просмотров: 244
Описание:
Juan Felipe Carrasquilla - Vector Institute- Many-Body Physics with Autoregressive Models
0:00:00 Juan Felipe Carrasquilla - Many-Body Physics with Autoregressive Models
0:01:20 Problem of high dimensionality; shared structure between quantum and ML problems
0:07:33 What are autoregressive models?
0:14:11 Probabilistic simulation of quantum states
0:20:34 Simulation of quantum circuits with autoregressive models
0:25:59 Recurrent neural network wavefunctions
0:32:59 Variational neural annealing
0:37:29 Can we simulate neural annealing variationally?
0:45:52 Conclusion
0:47:10 Questions
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