Attila Cangi

Deep dive into machine learning density functional theory for materials science and chemistry

Lenz Fiedler, Karan Shah, Attila Cangi · Physical Review Materials · 2022 · 95 citations · Full text

Semiclassical Origins of Density Functionals

Peter Elliott, Donghyung Lee, Attila Cangi et al. · Physical Review Letters · 2008 · 89 citations

Engineering, Density-functional Approximations, Physics +14

Effective Static Approximation: A Fast and Reliable Tool for Warm-Dense Matter Theory

Tobias Dornheim, Attila Cangi, Kushal Ramakrishna et al. · Physical Review Letters · 2020 · 83 citations · Full text

Electronic density response of warm dense matter

Tobias Dornheim, Zhandos A. Moldabekov, Kushal Ramakrishna et al. · Physics of Plasmas · 2023 · 79 citations · Full text

Accelerating finite-temperature Kohn-Sham density functional theory with deep neural networks

John Ellis, Lenz Fiedler, Gabriel A. Popoola et al. · Physical review. B./Physical review. B · 2021 · 64 citations · Full text

Unified Machine-learning Models, Engineering, Machine Learning +17