3 papers
cond-mat.mtrl-sci2026
Six Open Questions in Machine-Learned Interatomic Potential Foundation Models
Isabel Creed, Tim Rein, Ingvars Vitenburgs +21
Machine-learned interatomic potentials (MLIPs) have had a profound impact on molecular modelling in recent years, promising to resolve the long-standing tension between the scale a…
cond-mat.str-el2026
Hydrodynamic Backflow for Easing the Fermion Sign in Finite-Temperature Electron Path Integral Simulations
Ingvars Vitenburgs, Jarvist Moore Frost
Some notable technology systems, such as high-temperature superconductors and materials for controlled nuclear fusion, require an accurate description of finite-temperature quantum…
cond-mat.str-el2026
Extended Coupled Cluster approach to Twisted Graphene Layers
Ingvars Vitenburgs, Niels R. Walet
A study of correlation effects in twisted bilayer graphene, using the extended coupled cluster method, is presented. This approach considers both self-consistent mean-field and bey…