Accelerating materials discovery using artificial intelligence, high performance computing and robotics

EO Pyzer-Knapp, JW Pitera, PWJ Staar… - npj Computational …, 2022 - nature.com
New tools enable new ways of working, and materials science is no exception. In materials
discovery, traditional manual, serial, and human-intensive work is being augmented by …

Implicit solvation methods for catalysis at electrified interfaces

S Ringe, NG Hormann, H Oberhofer… - Chemical Reviews, 2021 - ACS Publications
Implicit solvation is an effective, highly coarse-grained approach in atomic-scale simulations
to account for a surrounding liquid electrolyte on the level of a continuous polarizable …

A comprehensive electron wavefunction analysis toolbox for chemists, Multiwfn

T Lu - The Journal of Chemical Physics, 2024 - pubs.aip.org
Analysis of electron wavefunction is a key component of quantum chemistry investigations
and is indispensable for the practical research of many chemical problems. After more than …

Enhanced cation interaction in perovskites for efficient tandem solar cells with silicon

E Ugur, AA Said, P Dally, S Zhang, CE Petoukhoff… - Science, 2024 - science.org
To achieve the full potential of monolithic perovskite/silicon tandem solar cells, crystal
defects and film inhomogeneities in the perovskite top cell must be minimized. We discuss …

The openCARP simulation environment for cardiac electrophysiology

G Plank, A Loewe, A Neic, C Augustin… - Computer methods and …, 2021 - Elsevier
Abstract Background and Objective: Cardiac electrophysiology is a medical specialty with a
long and rich tradition of computational modeling. Nevertheless, no community standard for …

Supercomputer-based ensemble docking drug discovery pipeline with application to COVID-19

A Acharya, R Agarwal, MB Baker… - Journal of chemical …, 2020 - ACS Publications
We present a supercomputer-driven pipeline for in silico drug discovery using enhanced
sampling molecular dynamics (MD) and ensemble docking. Ensemble docking makes use …

Femtosecond proton transfer in urea solutions probed by X-ray spectroscopy

Z Yin, YP Chang, T Balčiūnas, Y Shakya, A Djorović… - Nature, 2023 - nature.com
Proton transfer is one of the most fundamental events in aqueous-phase chemistry and an
emblematic case of coupled ultrafast electronic and structural dynamics,. Disentangling …

Measurements as a roadblock to near-term practical quantum advantage in chemistry: Resource analysis

JF Gonthier, MD Radin, C Buda, EJ Doskocil… - Physical Review …, 2022 - APS
Recent advances in quantum computing devices have brought attention to hybrid quantum-
classical algorithms like the variational quantum eigensolver (VQE) as a potential route to …

CHARMM at 45: Enhancements in accessibility, functionality, and speed

W Hwang, SL Austin, A Blondel… - The Journal of …, 2024 - ACS Publications
Since its inception nearly a half century ago, CHARMM has been playing a central role in
computational biochemistry and biophysics. Commensurate with the developments in …

A perspective on sustainable computational chemistry software development and integration

R Di Felice, ML Mayes, RM Richard… - Journal of chemical …, 2023 - ACS Publications
The power of quantum chemistry to predict the ground and excited state properties of
complex chemical systems has driven the development of computational quantum chemistry …