110 citations · 488 across the 16 of their papers we have counts for
4 papers · 1 filter
Capturing dynamical correlations using implicit neural representations
Sathya Chitturi, Zhurun Ji, Alexander Petsch +16
The observation and description of collective excitations in solids is a fundamental issue when seeking to understand the physics of a many-body system. Analysis of these excitatio…
Systematic improvement of neural network quantum states using a Lanczos recursion
Hongwei Chen, Douglas Hendry, Phillip Weinberg +1
The quantum many-body problem lies at the center of the most important open challenges in condensed matter, quantum chemistry, atomic, nuclear, and high-energy physics. While quant…
Neural network representation for minimally entangled typical thermal states
Douglas Hendry, Hongwei Chen, Adrian Feiguin
Minimally entangled typical thermal states (METTS) are a construction that allows one to to solve for the imaginary time evolution of quantum many body systems. By using wave funct…
Chebyshev expansion of spectral functions using restricted Boltzmann machines
Douglas Hendry, Hongwei Chen, Phillip Weinberg +1
Calculating the spectral function of two dimensional systems is arguably one of the most pressing challenges in modern computational condensed matter physics. While efficient techn…