Neural-Network Simulation of Strongly Correlated Quantum Systems

Neural-Network Simulation of Strongly Correlated Quantum Systems

Czischek, Stefanie

Springer Nature Switzerland AG

08/2021

205

Mole

Inglês

9783030527174

15 a 20 dias

349

Descrição não disponível.
Introduction.- Quantum Mechanics and Spin Systems.- Arti?cial Neural Networks.- Discrete Truncated Wigner Approximation.- BM-Based Wave Function Parametrization.- Deep Neural Networks and Phase Reweighting.- Towards Neuromorphic Sampling of Quantum States.- Conclusion.
Quantum Many-Body Systems;Quantum Machine Learning;Artificial Neural Networks;Neural-Network Quantum States;Neuromorphic Hardware;Spiking Neurons;Spin-1/2 Particles;Qubits;Quantum Spin System