activity
20232026
most citedInverting the Kohn-Sham equations with physics-informed machine learning

5 citations · 9 across the 4 of their papers we have counts for

collaborators

5 papers

cond-mat.other2026

Capturing thermal effects beyond the zero-temperature approximation using the uniform electron gas

Brianna Aguilar-Solis, Brittany P. Harding, Aurora Pribram-Jones

Density functional theory at finite temperatures often relies on the zero-temperature approximation, which uses a ground-state exchange-correlation functional with thermalized dens…

cond-mat.str-el2025

Two-legged approximation for building non-empirical hybrids and analyzing correlation at finite temperature

Brittany P. Harding, Francisca Sagredo, Vincent Martinetto +1

Warm dense matter is a highly energetic phase characterized by strong correlations, thermal effects, and quantum effects of electrons. Thermal density functional theory is commonly…

physics.plasm-ph2025

Roadmap for warm dense matter physics

Jan Vorberger, Frank Graziani, David Riley +71

This roadmap presents the state-of-the-art, current challenges and near future developments anticipated in the thriving field of warm dense matter physics. Originating from strongl…

physics.chem-ph2024★ 4 cited

Exchange-correlation entropy from the generalized thermal adiabatic connection

Brittany P. Harding, Zachary Mauri, Vera Xie +1

Warm dense matter is a highly energetic phase characterized by strong correlations, thermal effects, and quantum mechanical electrons. Thermal density functional theory is commonly…

physics.comp-ph2023★ 5 cited

Inverting the Kohn-Sham equations with physics-informed machine learning

Vincent Martinetto, Karan Shah, Attila Cangi +1

Electronic structure theory calculations offer an understanding of matter at the quantum level, complementing experimental studies in materials science and chemistry. One of the mo…