Combining machine learning and computational chemistry for predictive insights into chemical systems

JA Keith, V Vassilev-Galindo, B Cheng… - Chemical …, 2021 - ACS Publications
Machine learning models are poised to make a transformative impact on chemical sciences
by dramatically accelerating computational algorithms and amplifying insights available from …

Spin-vibronic mechanism for intersystem crossing

TJ Penfold, E Gindensperger, C Daniel… - Chemical …, 2018 - ACS Publications
Intersystem crossing (ISC), formally forbidden within nonrelativistic quantum theory, is the
mechanism by which a molecule changes its spin state. It plays an important role in the …

Recent advances and perspectives on nonadiabatic mixed quantum–classical dynamics

R Crespo-Otero, M Barbatti - Chemical reviews, 2018 - ACS Publications
Nonadiabatic mixed quantum–classical (NA-MQC) dynamics methods form a class of
computational theoretical approaches in quantum chemistry tailored to investigate the time …

TeraChem: A graphical processing unit‐accelerated electronic structure package for large‐scale ab initio molecular dynamics

S Seritan, C Bannwarth, BS Fales… - Wiley …, 2021 - Wiley Online Library
TeraChem was born in 2008 with the goal of providing fast on‐the‐fly electronic structure
calculations to facilitate ab initio molecular dynamics studies of large biochemical systems …

TheoDORE: A toolbox for a detailed and automated analysis of electronic excited state computations

F Plasser - The Journal of chemical physics, 2020 - pubs.aip.org
The advent of ever more powerful excited-state electronic structure methods has led to a
tremendous increase in the predictive power of computation, but it has also rendered the …

Radiation damage by extensive local water ionization from two-step electron-transfer-mediated decay of solvated ions

G Gopakumar, I Unger, P Slavíček, U Hergenhahn… - Nature …, 2023 - nature.com
Biomolecular radiation damage is largely mediated by radicals and low-energy electrons
formed by water ionization rather than by direct ionization of biomolecules. It was speculated …

Electronic structure methods for the description of nonadiabatic effects and conical intersections

S Matsika - Chemical Reviews, 2021 - ACS Publications
Nonadiabatic effects are ubiquitous in photophysics and photochemistry, and therefore,
many theoretical developments have been made to properly describe them. Conical …

Theory and simulation of the ultrafast double-bond isomerization of biological chromophores

S Gozem, HL Luk, I Schapiro, M Olivucci - Chemical reviews, 2017 - ACS Publications
Ultrafast processes in light-absorbing proteins have been implicated in the primary step in
the light-to-energy conversion and the initialization of photoresponsive biological functions …

Discovering chemistry with an ab initio nanoreactor

LP Wang, A Titov, R McGibbon, F Liu, VS Pande… - Nature …, 2014 - nature.com
Chemical understanding is driven by the experimental discovery of new compounds and
reactivity, and is supported by theory and computation that provide detailed physical insight …

Cavity Casimir-Polder forces and their effects in ground-state chemical reactivity

J Galego, C Climent, FJ Garcia-Vidal, J Feist - Physical Review X, 2019 - APS
Here, we present a fundamental study on how the ground-state chemical reactivity of a
single molecule can be modified in a QED scenario, ie, when it is placed inside a nanoscale …