2 papers
physics.comp-ph2026
AutoPot: Automated and massively parallelized construction of Machine-Learning Potentials
Max Hodapp, Guillaume Anciaux
Machine-learning potentials (MLIPs) have been a breakthrough for computational physics in bringing the accuracy of quantum mechanics to atomistic modeling. To achieve near-quantum…
math.NA2024
Disk Harmonics for Analysing Curved and Flat Self-affine Rough Surfaces and the Topological Reconstruction of Open Surfaces
Mahmoud Shaqfa, Gary P. T. Choi, Guillaume Anciaux +1
When two bodies get into contact, only a small portion of the apparent area is actually involved in producing contact and friction forces, because of the surface roughnesses. It is…