In silico methods and tools for drug discovery

B Shaker, S Ahmad, J Lee, C Jung, D Na - Computers in biology and …, 2021 - Elsevier
In the past, conventional drug discovery strategies have been successfully employed to
develop new drugs, but the process from lead identification to clinical trials takes more than …

[HTML][HTML] CADD, AI and ML in drug discovery: A comprehensive review

D Vemula, P Jayasurya, V Sushmitha, YN Kumar… - European Journal of …, 2023 - Elsevier
Computer-aided drug design (CADD) is an emerging field that has drawn a lot of interest
because of its potential to expedite and lower the cost of the drug development process …

Rational design of particle mesh Ewald compatible Lennard-Jones parameters for+ 2 metal cations in explicit solvent

P Li, BP Roberts, DK Chakravorty… - Journal of chemical …, 2013 - ACS Publications
Metal ions play significant roles in biological systems. Accurate molecular dynamics (MD)
simulations on these systems require a validated set of parameters. Although there are more …

Molecular dynamics simulations and drug discovery

JD Durrant, JA McCammon - BMC biology, 2011 - Springer
This review discusses the many roles atomistic computer simulations of macromolecular (for
example, protein) receptors and their associated small-molecule ligands can play in drug …

[HTML][HTML] Computational approaches in target identification and drug discovery

T Katsila, GA Spyroulias, GP Patrinos… - Computational and …, 2016 - Elsevier
In the big data era, voluminous datasets are routinely acquired, stored and analyzed with the
aim to inform biomedical discoveries and validate hypotheses. No doubt, data volume and …

Implementing molecular dynamics on hybrid high performance computers–short range forces

WM Brown, P Wang, SJ Plimpton… - Computer Physics …, 2011 - Elsevier
The use of accelerators such as graphics processing units (GPUs) has become popular in
scientific computing applications due to their low cost, impressive floating-point capabilities …

Quantum chemistry on graphical processing units. 3. Analytical energy gradients, geometry optimization, and first principles molecular dynamics

IS Ufimtsev, TJ Martinez - Journal of Chemical Theory and …, 2009 - ACS Publications
We demonstrate that a video gaming machine containing two consumer graphical cards can
outpace a state-of-the-art quad-core processor workstation by a factor of more than 180× in …

GPU-accelerated molecular modeling coming of age

JE Stone, DJ Hardy, IS Ufimtsev, K Schulten - Journal of Molecular …, 2010 - Elsevier
Graphics processing units (GPUs) have traditionally been used in molecular modeling solely
for visualization of molecular structures and animation of trajectories resulting from …

An implementation of the smooth particle mesh Ewald method on GPU hardware

MJ Harvey, G De Fabritiis - Journal of chemical theory and …, 2009 - ACS Publications
The smooth particle mesh Ewald summation method is widely used to efficiently compute
long-range electrostatic force terms in molecular dynamics simulations, and there has been …

Theory of free energy and entropy in noncovalent binding

HX Zhou, MK Gilson - Chemical reviews, 2009 - ACS Publications
Noncovalent binding provides an invisible wiring diagram for biomolecular pathways and is
the essence of host-guest and supramolecular chemistry. Decades of theoretical and …