1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025
On the Connection Between Diffusion Models and Molecular Dynamics
Liam Harcombe, Timothy T. Duignan
Neural Network Potentials (NNPs) have emerged as a powerful tool for modelling atomic interactions with high accuracy and computational efficiency. Recently, denoising diffusion mo…
cond-mat.dis-nn2023★ 1 cited
Physics-Informed Neural Networks for Discovering Localised Eigenstates in Disordered Media
Liam Harcombe, Quanling Deng
The Schrödinger equation with random potentials is a fundamental model for understanding the behaviour of particles in disordered systems. Disordered media are characterised by com…