activity
20052024
most citedA foundation model for atomistic materials chemistry

249 citations · 326 across the 9 of their papers we have counts for

collaborators

9 papers

cond-mat.mtrl-sci2024★ 1 cited

Performance of the MACE-MP-0 potential for calculating viscosity in LiF molten salt

Harvey L. Devereux, Margaret-Ann Withington, Cillian Cockrell +2

We perform molecular dynamics simulations of molten Lithium Fluoride using the MACE-MP-0 (small) machine learnt interatomic potential and the classical Buckingham and Born-Huggins-…

physics.chem-ph2024★ 249 cited

A foundation model for atomistic materials chemistry

Ilyes Batatia, Philipp Benner, Yuan Chiang +85

Atomistic simulations of matter, especially those that leverage first-principles (ab initio) electronic structure theory, provide a microscopic view of the world, underpinning much…

cond-mat.stat-mech2023★ 4 cited

Fast dynamics and high effective dimensionality of liquid fluidity

Cillian Cockrell, Oliver Dicks, Ilian T. Todorov +2

Fluidity, the ability of liquids to flow, is the key property distinguishing liquids from solids. This fluidity is set by the mobile transit atoms moving from one quasi-equilibrium…

cond-mat.mtrl-sci2021

Radiation damage effects on helium diffusion in zircon

Aaron Diver, Oliver Dicks, Alin Elena +3

We report the effects of radiation damage on helium diffusion in zircon using data from molecular dynamics simulations. We observe an increase in activation energy for helium diffu…

cond-mat.mtrl-sci2020★ 10 cited

Radiation damage effects in amorphous zirconolite

Aaron Diver, Oliver Dicks, Alin Elena +2

We report the results of a large-scale modelling study of radiation damage effects in the nuclear waste form zirconolite. We particularly focus on the effects of radiation damage i…

cond-mat.mtrl-sci2020★ 34 cited

The CECAM Electronic Structure Library and the modular software development paradigm

Micael J. T. Oliveira, Nick Papior, Yann Pouillon +34

First-principles electronic structure calculations are very widely used thanks to the many successful software packages available. Their traditional coding paradigm is monolithic,…