activity
20192025
most citedAccurate Molecular Dynamics Enabled by Efficient Physically-Constrained Machine Learning Approaches

10 citations · 12 across the 3 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Disentangling Total-Variance and Signal-to-Noise-Ratio Improves Diffusion Models

Khaled Kahouli, Winfried Ripken, Stefan Gugler +3

Diffusion models have been widely adopted as a powerful generative framework across numerous scientific domains, yet their inherently iterative sampling process remains a significa…