Machine Learning in Biomolecular Simulations

Machine Learning in Biomolecular Simulations
Author: Gennady Verkhivker
Publisher: Frontiers Media SA
Total Pages: 129
Release: 2019-10-21
Genre:
ISBN: 2889631362


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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.


Machine Learning in Biomolecular Simulations
Language: en
Pages: 129
Authors: Gennady Verkhivker
Categories:
Type: BOOK - Published: 2019-10-21 - Publisher: Frontiers Media SA

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Machine learning methods such as neural networks, non-linear dimensionality reduction techniques, random forests and others meet in this research topic with bio
Machine Learning Meets Quantum Physics
Language: en
Pages: 473
Authors: Kristof T. Schütt
Categories: Science
Type: BOOK - Published: 2020-06-03 - Publisher: Springer Nature

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Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the
Machine Learning Methodologies To Study Molecular Interactions
Language: en
Pages: 147
Authors: Elif Ozkirimli
Categories: Science
Type: BOOK - Published: 2022-01-21 - Publisher: Frontiers Media SA

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Dr. Elif Ozkirimli is a full time employee of F. Hoffmann-La Roche AG, Switzerland and Dr. Artur Yakimovich is a full time employee of Roche Products Limited, U
Molecular Modeling and Simulation
Language: en
Pages: 669
Authors: Tamar Schlick
Categories: Science
Type: BOOK - Published: 2013-04-18 - Publisher: Springer Science & Business Media

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Very broad overview of the field intended for an interdisciplinary audience; Lively discussion of current challenges written in a colloquial style; Author is a
Biomolecular Simulations in Structure-Based Drug Discovery
Language: en
Pages: 368
Authors: Francesco L. Gervasio
Categories: Medical
Type: BOOK - Published: 2019-04-29 - Publisher: John Wiley & Sons

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A guide to applying the power of modern simulation tools to better drug design Biomolecular Simulations in Structure-based Drug Discovery offers an up-to-date a