107 citations · 294 across the 13 of their papers we have counts for
3 papers · 1 filter
Anharmonicity in Thermal Insulators: An Analysis from First Principles
Florian Knoop, Thomas A. R. Purcell, Matthias Scheffler +1
The anharmonicity of atomic motion limits the thermal conductivity in crystalline solids. However, a microscopic understanding of the mechanisms active in strong thermal insulators…
Accelerating Materials-Space Exploration for Thermal Insulators by Mapping Materials Properties via Artificial Intelligence
Thomas A. R. Purcell, Matthias Scheffler, Luca M. Ghiringhelli +1
Reliable artificial-intelligence models have the potential to accelerate the discovery of materials with optimal properties for various applications, including superconductivity, c…
Hierarchical symbolic regression for identifying key physical parameters correlated with bulk properties of perovskites
Lucas Foppa, Thomas A. R. Purcell, Sergey V. Levchenko +2
Symbolic regression identifies key physical parameters describing materials properties by uncovering correlations as nonlinear analytical expressions. However, the pool of expressi…