2025
Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
NeurIPS 2025poster
Coordinate denoising has emerged as a promising method for 3D molecular pretraining due to its theoretical connection to learning molecular force field. However, existing denoising methods rely on oversimplied molecular dynamics that assume atomic motions to be isotropic and homoscedastic. To addres…