Luojia Xia

Elign: Equivariant Diffusion Model Alignment from Foundational Machine Learned Force Fields

Generative models for 3D molecular conformations must respect Euclidean symmetries and concentrate probability mass on thermodynamically favorable, mechanically stable structures. However, E(3)-equivariant diffusion models often reproduce biases from semi-empirical training data rather than capturin…