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 …

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 **g, 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 …

Biomolecular modeling thrives in the age of technology

T Schlick, S Portillo-Ledesma - Nature computational science, 2021 - nature.com
The biomolecular modeling field has flourished since its early days in the 1970s due to the
rapid adaptation and tailoring of state-of-the-art technology. The resulting dramatic increase …

Ligand binding free energy and kinetics calculation in 2020

V Limongelli - Wiley Interdisciplinary Reviews: Computational …, 2020 - Wiley Online Library
Ligand/protein binding (LPB) is a major topic in medicine, chemistry and biology. Since the
advent of computers, many scientists have put efforts in develo** theoretical models that …

Computational tools for aptamer identification and optimization

D Sun, M Sun, J Zhang, X Lin, Y Zhang, F Lin… - TrAC Trends in …, 2022 - Elsevier
Aptamers are single-stranded DNA or RNA oligonucleotides that can selectively bind to a
specific target. They are generally obtained by SELEX, but the procedure is challenging and …

Automation of AMOEBA polarizable force field for small molecules: Poltype 2

B Walker, C Liu, E Wait, P Ren - Journal of computational …, 2022 - Wiley Online Library
A next‐generation protocol (Poltype 2) has been developed which automatically generates
AMOEBA polarizable force field parameters for small molecules. Both features and …

AMOEBA+ classical potential for modeling molecular interactions

C Liu, JP Piquemal, P Ren - Journal of chemical theory and …, 2019 - ACS Publications
Classical potentials based on isotropic and additive atomic charges have been widely used
to model molecules in computers for the past few decades. The crude approximations in the …