2 citations · 5 across the 3 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2024★ 2 cited
SuperSalt: Equivariant Neural Network Force Fields for Multicomponent Molten Salts System
Chen Shen, Siamak Attarian, Yixuan Zhang +4
Molten salts are crucial for clean energy applications, yet exploring their thermophysical properties across diverse chemical space remains challenging. We present the development…
cond-mat.mtrl-sci2024★ 1 cited
Stable diffusion for the inverse design of microstructures
Yixuan Zhang, Teng Long, Hongbin Zhang
In materials science, microstructures and their associated extrinsic properties are critical for engineering advanced structural and functional materials, yet their robust reconstr…
cond-mat.mtrl-sci2024★ 2 cited
Generative deep learning for the inverse design of materials
Teng Long, Yixuan Zhang, Hongbin Zhang
In addition to the forward inference of materials properties using machine learning, generative deep learning techniques applied on materials science allow the inverse design of ma…