most citedDeep variational free energy prediction of dense hydrogen solid at 1200K

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cond-mat.str-el2025

Deep Variational Free Energy Calculation of Hydrogen Hugoniot

Zihang Li, Hao Xie, Xinyang Dong +1

We develop a deep variational free energy framework to compute the equation of state of hydrogen in the warm dense matter region. This method parameterizes the variational density…

physics.comp-ph2025★ 2 cited

Deep variational free energy prediction of dense hydrogen solid at 1200K

Xinyang Dong, Hao Xie, Yixiao Chen +4

We perform deep variational free energy calculations to investigate the dense hydrogen system at 1200 K and high pressures. In this computational framework, neural networks are use…

cs.LG2023

Efficient Numerical Algorithm for Large-Scale Damped Natural Gradient Descent

Yixiao Chen, Hao Xie, Han Wang

We propose a new algorithm for efficiently solving the damped Fisher matrix in large-scale scenarios where the number of parameters significantly exceeds the number of available sa…