Machine Learning in Biomolecular Simulations

Download or read book Machine Learning in Biomolecular Simulations written by Gennady Verkhivker and published by Frontiers Media SA. This book was released on 2019-10-21 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning methods such as neural networks, non-linear dimensionality reduction techniques, random forests and others meet in this research topic with biomolecular simulations. The authors of eight articles applied these methods to analyze simulation results, accelerate simulations or to make molecular mechanics force fields more accurate.