Quantum Chemistry in Drug Discovery - by Corin Wagen
rowansci.substack.com · 5,940 words · saved by 1 readers
How it's used at present, and opportunities for the future.
EDIT: An updated version of this white paper, complete with updated links, is available on our website. Quantum chemistry—using quantum mechanics to model molecules and molecular processes—is a cornerstone of modern computational chemistry. This document aims to summarize the state-of-the-art of quantum chemistry, describe its existing applications to drug discovery, and imagine what the future of quantum chemistry for drug discovery might look like. The key conclusions are that (1) quantum chemistry is important to drug discovery and (2) improved quantum chemical software for drug…
related reading
- Quantum Chemistry in Drug Discovery | Rowanrowansci.com
- Practical Cheminformatics Index - Practical Cheminformaticspatwalters.github.io
- Integrating QSAR modelling and deep learning in drug discovery: the emergence of deep QSAR | Nature Reviews Drug Discoverynature.com
- Democratizing Computer-Assisted Drug Design: How Are We Doing?corinwagen.github.io
- A primer on molecular dynamicsowlposting.com
- A primer on molecular dynamicsowlposting.com
- TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discoveryarxiv.org
- Quantum computing for the very curiousquantum.country
- FermiNet: Quantum physics and chemistry from first principlesdeepmind.com
- We Need Better Benchmarks for Machine Learning in Drug Discoverypracticalcheminformatics.blogspot.com
- Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systemsarxiv.org
- Can AI improve the current state of molecular simulation? (Corin & Ari Wagen, Ep #1)owlposting.com