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