Nagesh B E

This study compares diffusion and rectified-flow models in generating molecular conformations, showing diffusion models better capture ensemble structure while rectified-flow requires more expressive architectures.

This paper introduces a GAN-based method to generate molecular dynamics trajectories with kinetic fidelity, enabling efficient sampling of rare events in complex systems.