Replacing hybrid density functional theory: motivation and recent advances

BG Janesko - Chemical Society Reviews, 2021 - pubs.rsc.org
Density functional theory (DFT) is the most widely-used electronic structure approximation
across chemistry, physics, and materials science. Every year, thousands of papers report …

Projection-based wavefunction-in-DFT embedding

SJR Lee, M Welborn, FR Manby… - Accounts of chemical …, 2019 - ACS Publications
Conspectus Complex chemical systems present challenges to electronic structure theory
stemming from large system sizes, subtle interactions, coupled dynamical time scales, and …

Macromolecules promoting robust zinc anode by synergistic coordination effect and charge redistribution

J Yang, B Yin, S Zhang, Y Sun, J Li, D Su, T Ma - Small, 2023 - Wiley Online Library
Zn dendrite formation is the main obstacle to commercializing aqueous zinc–ion batteries
(ZIBs). α‐cyclodextrin (α‐CD) is proposed as an environmentally friendly macromolecule …

Properties of real metallic surfaces: Effects of density functional semilocality and van der Waals nonlocality

A Patra, JE Bates, J Sun… - Proceedings of the …, 2017 - National Acad Sciences
We have computed the surface energies, work functions, and interlayer surface relaxations
of clean (111),(100), and (110) surfaces of Al, Cu, Ru, Rh, Pd, Ag, Pt, and Au. We interpret …

Active learning of reactive Bayesian force fields applied to heterogeneous catalysis dynamics of H/Pt

J Vandermause, Y Xie, JS Lim, CJ Owen… - Nature …, 2022 - nature.com
Atomistic modeling of chemically reactive systems has so far relied on either expensive ab
initio methods or bond-order force fields requiring arduous parametrization. Here, we …

Computational approaches to dissociative chemisorption on metals: towards chemical accuracy

GJ Kroes - Physical Chemistry Chemical Physics, 2021 - pubs.rsc.org
We review the state-of-the-art in the theory of dissociative chemisorption (DC) of small gas
phase molecules on metal surfaces, which is important to modeling heterogeneous catalysis …

Searching configurations in uncertainty space: Active learning of high-dimensional neural network reactive potentials

Q Lin, L Zhang, Y Zhang, B Jiang - Journal of Chemical Theory …, 2021 - ACS Publications
Neural network (NN) potential energy surfaces (PESs) have been widely used in atomistic
simulations with ab initio accuracy. While constructing NN PESs, their training data points …

SBH17: Benchmark database of barrier heights for dissociative chemisorption on transition metal surfaces

T Tchakoua, N Gerrits, EWF Smeets… - Journal of Chemical …, 2022 - ACS Publications
Accurate barriers for rate controlling elementary reactions on metal surfaces are key to
understanding, controlling, and predicting the rate of heterogeneously catalyzed processes …

SBH10: A benchmark database of barrier heights on transition metal surfaces

S Mallikarjun Sharada, T Bligaard… - The Journal of …, 2017 - ACS Publications
While the performance of density functional approximations (DFAs) for gas phase reaction
energetics has been extensively benchmarked, their reliability for activation barriers on …

Chemically accurate simulation of a polyatomic molecule-metal surface reaction

F Nattino, D Migliorini, GJ Kroes… - The Journal of …, 2016 - ACS Publications
Although important to heterogeneous catalysis, the ability to accurately model reactions of
polyatomic molecules with metal surfaces has not kept pace with developments in gas …