activity
20212024
most citedLarge scale quantum chemistry with Tensor Processing Units

30 citations · 96 across the 8 of their papers we have counts for

collaborators

8 papers

cond-mat.mes-hall2024★ 21 cited

Optical activity of chiral excitons

Peter C. Sercel, Matthew P. Hautzinger, Ruyi Song +2

Recent activity in the area of chiroptical phenomena has been focused on the connection between structural asymmetry, electron spin configuration and light matter interactions in c…

physics.chem-ph2024

All-electron BSE@GW method with Numeric Atom-Centered Orbitals for Extended Systems

Ruiyi Zhou, Yi Yao, Volker Blum +2

Green's function theory has emerged as a powerful many-body approach not only in condensed matter physics but also in quantum chemistry in recent years. We have developed a new all…

physics.chem-ph2023

First-Principles Approach for Coupled Quantum Dynamics of Electrons and Protons in Heterogeneous Systems

Jianhang Xu, Ruiyi Zhou, Tao E. Li +3

The coupled quantum dynamics of electrons and protons is ubiquitous in many dynamical processes involving light-matter interaction, such as solar energy conversion in chemical syst…

physics.chem-ph2022★ 22 cited

Exact constraints and appropriate norms in machine learned exchange-correlation functionals

Kanun Pokharel, James W. Furness, Yi Yao +4

Machine learning techniques have received growing attention as an alternative strategy for developing general-purpose density functional approximations, augmenting the historically…

physics.comp-ph2022★ 17 cited

Nuclear-Electronic Orbital Approach to Quantization of Protons in Periodic Electronic Structure Calculations

Jianhang Xu, Ruiyi Zhou, Zhen Tao +4

The nuclear-electronic orbital (NEO) method is a well-established approach for treating nuclei quantum mechanically in molecular systems beyond the usual Born-Oppenheimer approxima…

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.…

physics.chem-ph2021

Localized resolution of identity approach to the analytical gradients of random-phase approximation ground-state energy: algorithm and benchmarks

Muhammad N. Tahir, Tong Zhu, Honghui Shang +3

We develop and implement a formalism which enables calculating the analytical gradients of particle-hole random-phase approximation (RPA) ground-state energy with respect to the at…

cond-mat.mtrl-sci2021★ 6 cited

Accurate Frozen Core Approximation for All-Electron Density-Functional Theory

Victor Wen-zhe Yu, Jonathan Moussa, Volker Blum

We implement and benchmark the frozen core approximation, a technique commonly adopted in electronic structure theory to reduce the computational cost by means of mathematically fi…