Neural-Network Simulation of Strongly Correlated Quantum Systems

By Stefanie Czischek

Book Overview

Introduction.- Quantum Mechanics and Spin Systems.- Artificial Neural Networks.- Discrete Truncated Wigner Approximation.- BM-Based Wave Function Parametrization.- Deep Neural Networks and Phase Reweighting.- Towards Neuromorphic Sampling of Quantum States.- Conclusion.

• Format: Hardcover
• Language: English
• ISBN: 303052714X
• ISBN13: 9783030527143
• Release Date: August 2020
• Publisher: Springer
• Length: 205 Pages
• Weight: 1.08 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"