activity
20192023
most citedLarge scale quantum chemistry with Tensor Processing Units

30 citations · 62 across the 5 of their papers we have counts for

collaborators

6 papers

physics.chem-ph2023★ 16 cited

Generalized Gradient Approximation Made Thermal

John Kozlowski, Dennis Perchak, Kieron Burke

Using the methodology of conditional-probability density functional theory, and several mild assumptions, we calculate the temperature-dependence of the Perdew-Burke-Ernzerhof (PBE…

cond-mat.str-el2023

Exact Conditions for Ensemble Density Functional Theory

Thais R. Scott, John Kozlowski, Steven Crisostomo +2

Ensemble density functional theory (EDFT) is a promising alternative to time-dependent density functional theory for computing electronic excitation energies. Using coordinate scal…

math-ph2022★ 16 cited

Seven Useful Questions in Density Functional Theory

Steven Crisostomo, Ryan Pederson, John Kozlowski +6

We explore a variety of unsolved problems in density functional theory, where mathematicians might prove useful. We give the background and context of the different problems, and w…

physics.comp-ph2022★ 30 cited

Large scale quantum chemistry with Tensor Processing Units

Ryan Pederson, John Kozlowski, Ruyi Song +8

We demonstrate the use of Google's cloud-based Tensor Processing Units (TPUs) to accelerate and scale up conventional (cubic-scaling) density functional theory (DFT) calculations.…

cond-mat.str-el2021

Lies My Teacher Told Me About Density Functional Theory: Seeing Through Them with the Hubbard Dimer

Kieron Burke, John Kozlowski

Most realistic calculations of moderately correlated materials begin with a ground-state density functional theory (DFT) calculation. While Kohn-Sham DFT is used in about 40,000 sc…

physics.chem-ph2019

Density functional analysis: The theory of density-corrected DFT

Stefan Vuckovic, Suhwan Song, John Kozlowski +2

Density-corrected density functional theory (DC-DFT) is enjoying substantial success in improving semilocal DFT calculations in a wide variety of chemical problems. This paper prov…