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 …

Enhanced sampling methods for molecular dynamics simulations

J Hénin, T Lelièvre, MR Shirts, O Valsson… - arXiv preprint arXiv …, 2022 - arxiv.org
Enhanced sampling algorithms have emerged as powerful methods to extend the utility of
molecular dynamics simulations and allow the sampling of larger portions of the …

All-temperature zinc batteries with high-entropy aqueous electrolyte

C Yang, J Xia, C Cui, TP Pollard, J Vatamanu… - Nature …, 2023 - nature.com
Electrification of transportation and rising demand for grid energy storage continue to build
momentum around batteries across the globe. However, the supply chain of Li-ion batteries …

[HTML][HTML] Quantum computing with neutral atoms

L Henriet, L Beguin, A Signoles, T Lahaye… - Quantum, 2020 - quantum-journal.org
The manipulation of neutral atoms by light is at the heart of countless scientific discoveries in
the field of quantum physics in the last three decades. The level of control that has been …

Molecular dynamics simulations of ionic liquids and electrolytes using polarizable force fields

D Bedrov, JP Piquemal, O Borodin… - Chemical …, 2019 - ACS Publications
Many applications in chemistry, biology, and energy storage/conversion research rely on
molecular simulations to provide fundamental insight into structural and transport properties …

[HTML][HTML] A suite of tutorials for the WESTPA rare-events sampling software [Article v1. 0]

AT Bogetti, B Mostofian, A Dickson… - Living journal of …, 2019 - ncbi.nlm.nih.gov
The weighted ensemble (WE) strategy has been demonstrated to be highly efficient in
generating pathways and rate constants for rare events such as protein folding and protein …

Tinker 8: software tools for molecular design

JA Rackers, Z Wang, C Lu, ML Laury… - Journal of chemical …, 2018 - ACS Publications
The Tinker software, currently released as version 8, is a modular molecular mechanics and
dynamics package written primarily in a standard, easily portable dialect of Fortran 95 with …

Polarizable force fields for biomolecular simulations: Recent advances and applications

Z Jing, C Liu, SY Cheng, R Qi, BD Walker… - Annual Review of …, 2019 - annualreviews.org
Realistic modeling of biomolecular systems requires an accurate treatment of electrostatics,
including electronic polarization. Due to recent advances in physical models, simulation …

Dielectric continuum methods for quantum chemistry

JM Herbert - Wiley Interdisciplinary Reviews: Computational …, 2021 - Wiley Online Library
This review describes the theory and implementation of implicit solvation models based on
continuum electrostatics. Within quantum chemistry this formalism is sometimes …

[HTML][HTML] Creating water-in-salt-like environment using coordinating anions in non-concentrated aqueous electrolytes for efficient Zn batteries

DG Vazquez, TP Pollard, J Mars, JM Yoo… - Energy & …, 2023 - pubs.rsc.org
Rechargeable aqueous Zn metal batteries are promising systems for grid storage because
of their high energy density, low cost, and non-flammability. However, Zn metal anodes have …