41 citations · 83 across the 5 of their papers we have counts for
5 papers
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…
A machine learning approach to dynamical properties of quantum many-body systems
Douglas Hendry, Adrian E. Feiguin
Variational representations of quantum states abound and have successfully been used to guess ground-state properties of quantum many-body systems. Some are based on partial physic…
Soft X-Ray Excess from Shocked Accreting Plasma in Active Galactic Nuclei
Keigo Fukumura, Douglas Hendry, Peter Clark +2
We propose a novel theoretical model to describe a physical identity of the soft X-ray excess, ubiquitously detected in many Seyfert galaxies, by considering a steady-state, axisym…