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 …

End-point binding free energy calculation with MM/PBSA and MM/GBSA: strategies and applications in drug design

E Wang, H Sun, J Wang, Z Wang, H Liu… - Chemical …, 2019 - ACS Publications
Molecular mechanics Poisson–Boltzmann surface area (MM/PBSA) and molecular
mechanics generalized Born surface area (MM/GBSA) are arguably very popular methods …

[HTML][HTML] Scalable molecular dynamics on CPU and GPU architectures with NAMD

JC Phillips, DJ Hardy, JDC Maia, JE Stone… - The Journal of …, 2020 - pubs.aip.org
NAMD is a molecular dynamics program designed for high-performance simulations of very
large biological objects on CPU-and GPU-based architectures. NAMD offers scalable …

[HTML][HTML] Classical and reactive molecular dynamics: Principles and applications in combustion and energy systems

Q Mao, M Feng, XZ Jiang, Y Ren, KH Luo… - Progress in Energy and …, 2023 - Elsevier
Molecular dynamics (MD) has evolved into a ubiquitous, versatile and powerful
computational method for fundamental research in science branches such as biology …

Molecular docking: shifting paradigms in drug discovery

L Pinzi, G Rastelli - International journal of molecular sciences, 2019 - mdpi.com
Molecular docking is an established in silico structure-based method widely used in drug
discovery. Docking enables the identification of novel compounds of therapeutic interest …

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 …

GPU-accelerated molecular dynamics and free energy methods in Amber18: performance enhancements and new features

TS Lee, DS Cerutti, D Mermelstein, C Lin… - Journal of chemical …, 2018 - ACS Publications
We report progress in graphics processing unit (GPU)-accelerated molecular dynamics and
free energy methods in Amber18. Of particular interest is the development of alchemical free …

Improving protein-ligand docking results with high-throughput molecular dynamics simulations

H Guterres, W Im - Journal of chemical information and modeling, 2020 - ACS Publications
Structure-based virtual screening relies on classical scoring functions that often fail to
reliably discriminate binders from nonbinders. In this work, we present a high-throughput …

Long-time-step molecular dynamics through hydrogen mass repartitioning

CW Hopkins, S Le Grand, RC Walker… - Journal of chemical …, 2015 - ACS Publications
Previous studies have shown that the method of hydrogen mass repartitioning (HMR) is a
potentially useful tool for accelerating molecular dynamics (MD) simulations. By …

Alchemical binding free energy calculations in AMBER20: Advances and best practices for drug discovery

TS Lee, BK Allen, TJ Giese, Z Guo, P Li… - Journal of Chemical …, 2020 - ACS Publications
Predicting protein–ligand binding affinities and the associated thermodynamics of
biomolecular recognition is a primary objective of structure-based drug design. Alchemical …