Chang Liu

AI for science: machine-learning force field · density functional theory · quantum Monte Carlo · molecular structure sampling · statistical mechanics · Bayesian models · Bayesian neural networks · generative models · variational auto-encoders · generative adversarial nets · diffusion models · flow matching models · topic models · Bayesian inference · MCMC · variational inference · causality · structural equation models · structural causal models · identifiability