18 citations · 43 across the 9 of their papers we have counts for
3 papers · 1 filter
Nonequilibrium chemical short-range order in metallic alloys
Mahmudul Islam, Killian Sheriff, Yifan Cao +1
Metallic alloys are routinely subjected to nonequilibrium processes during manufacturing, such as rapid solidification and thermomechanical processing. It has been suggested in the…
Chemical-motif characterization of short-range order with E(3)-equivariant graph neural networks
Killian Sheriff, Yifan Cao, Rodrigo Freitas
Crystalline materials have atomic-scale fluctuations in their chemical composition that modulate various mesoscale properties. Establishing chemistry-microstructure relationships i…
Capturing short-range order in high-entropy alloys with machine learning potentials
Yifan Cao, Killian Sheriff, Rodrigo Freitas
Chemical short-range order (SRO) affects the distribution of elements throughout the solid-solution phase of metallic alloys, thereby modifying the background against which microst…