Boris Kozinsky

E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

Simon Batzner, Albert Musaelian, Lixin Sun et al. · Nature Communications · 2022 · 1.5K citations · Full text

AiiDA: automated interactive infrastructure and database for computational science

Giovanni Pizzi, Andrea Cepellotti, Riccardo Sabatini et al. · Computational Materials Science · 2015 · 581 citations · Full text

Engineering, Scientific Workflow System, Data Science +7

Learning local equivariant representations for large-scale atomistic dynamics

Albert Musaelian, Simon Batzner, Anders Johansson et al. · Nature Communications · 2023 · 544 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Role of Disorder and Anharmonicity in the Thermal Conductivity of Silicon-Germanium Alloys: A First-Principles Study

Jivtesh Garg, Nicola Bonini, Boris Kozinsky et al. · Physical Review Letters · 2011 · 469 citations · Full text

Engineering, Silicon-germanium Alloys, Thermal Conductivity +18

Secular Evolution of Hierarchical Triple Star Systems

Eric B. Ford, Boris Kozinsky, Frederic A. Rasio · The Astrophysical Journal · 2000 · 454 citations · Full text

Eccentricity Perturbations, Engineering, Planetary Body +9