activity
20172025
most citedAccurate molecular polarizabilities with coupled-cluster theory and machine learning

209 citations · 510 across the 9 of their papers we have counts for

collaborators

9 papers

cond-mat.mtrl-sci2025

Orbitally-Resolved Mechanical Properties of Solids from Maximally Localized Wannier Functions

Ethan T. Ritz, Guru Khalsa, Hsin-Yu Ko +3

We present a technique for partitioning the total energy from a semi-local density functional theory calculation into contributions from individual electronic states in a localized…

cond-mat.mtrl-sci2023★ 1 cited

Range-Separated Hybrid Functional Pseudopotentials

Yang Yang, Georgia Prokopiou, Tian Qiu +4

Consistency between the exchange-correlation (xc) functional used during pseudopotential construction and planewave-based electronic structure calculations is important for an accu…

cond-mat.mtrl-sci2022★ 11 cited

High-Throughput Condensed-Phase Hybrid Density Functional Theory for Large-Scale Finite-Gap Systems: The SeA Approach

Hsin-Yu Ko, Marcos F. Calegari Andrade, Zachary M. Sparrow +2

High-throughput DFT calculations are key to screening existing/novel materials, sampling potential energy surfaces, and generating quantum mechanical data for machine learning. By…

physics.chem-ph2021

CASE21: Uniting Non-Empirical and Semi-Empirical Density Functional Approximation Strategies using Constraint-Based Regularization

Zachary M. Sparrow, Brian G. Ernst, Trine K. Quady +1

In this work, we present a general framework that unites the two primary strategies for constructing density functional approximations (DFAs): non-empirical (NE) constraint satisfa…

physics.chem-ph2021★ 33 cited

NENCI-2021 Part I: A Large Benchmark Database of Non-Equilibrium Non-Covalent Interactions Emphasizing Close Intermolecular Contacts

Zachary M. Sparrow, Brian G. Ernst, Paul T. Joo +2

In this work, we present NENCI-2021, a benchmark database of approximately non-equilibrium non-covalent interaction energies for a large and diverse selection of intermolec…

physics.chem-ph2020★ 139 cited

QM7-X: A comprehensive dataset of quantum-mechanical properties spanning the chemical space of small organic molecules

Johannes Hoja, Leonardo Medrano Sandonas, Brian G. Ernst +3

We introduce QM7-X, a comprehensive dataset of 42 physicochemical properties for 4.2 M equilibrium and non-equilibrium structures of small organic molecules with up to se…

physics.chem-ph2020★ 115 cited

Predicting molecular dipole moments by combining atomic partial charges and atomic dipoles

Max Veit, David M. Wilkins, Yang Yang +2

The molecular dipole moment () is a central quantity in chemistry. It is essential in predicting infrared and sum-frequency generation spectra, as well as induction a…

physics.chem-ph2018★ 209 cited

Accurate molecular polarizabilities with coupled-cluster theory and machine learning

David M. Wilkins, Andrea Grisafi, Yang Yang +3

The molecular polarizability describes the tendency of a molecule to deform or polarize in response to an applied electric field. As such, this quantity governs key intra- and inte…

cond-mat.mtrl-sci2017★ 2 cited

Coherent Atomically-Thin Superlattices with Engineered Strain

Saien Xie, Lijie Tu, Yimo Han +7

Epitaxy forms the basis of modern electronics and optoelectronics. We report coherent atomically-thin superlattices, in which different transition metal dichalcogenide monolayers--…