Combining machine learning and computational chemistry for predictive insights into chemical systems
Machine learning models are poised to make a transformative impact on chemical sciences
by dramatically accelerating computational algorithms and amplifying insights available from …
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
Molecular mechanics Poisson–Boltzmann surface area (MM/PBSA) and molecular
mechanics generalized Born surface area (MM/GBSA) are arguably very popular methods …
mechanics generalized Born surface area (MM/GBSA) are arguably very popular methods …
[HTML][HTML] Scalable molecular dynamics on CPU and GPU architectures with NAMD
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 …
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
Molecular dynamics (MD) has evolved into a ubiquitous, versatile and powerful
computational method for fundamental research in science branches such as biology …
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 …
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
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 …
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
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 …
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 …
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 …
potentially useful tool for accelerating molecular dynamics (MD) simulations. By …
Alchemical binding free energy calculations in AMBER20: Advances and best practices for drug discovery
Predicting protein–ligand binding affinities and the associated thermodynamics of
biomolecular recognition is a primary objective of structure-based drug design. Alchemical …
biomolecular recognition is a primary objective of structure-based drug design. Alchemical …