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Titlebook: Computer Simulations in Molecular Biology; Hiqmet Kamberaj Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclusive

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書目名稱Computer Simulations in Molecular Biology
編輯Hiqmet Kamberaj
視頻videohttp://file.papertrans.cn/234/233924/233924.mp4
概述Includes comprehensive summary of quantum mechanical molecular dynamics and computational techniques related to it.Provides pedagogical tutorials and sample algorithms for performing simulations and a
叢書名稱Scientific Computation
圖書封面Titlebook: Computer Simulations in Molecular Biology;  Hiqmet Kamberaj Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclusive
描述This book covers a range of topics in quantum mechanics and molecular dynamics simulation, including computational modeling and machine learning approaches. The book also provides a Python GUI and tutorials for simulating molecular biological systems and presents case studies of quantum mechanics simulations for predicting electronic properties. Its pedagogical formatting makes it easy for students to understand and follow and has been praised for providing clear and detailed explanations of complex topics. This book is ideal for graduate students and researchers in theoretical and computational biophysics, physics, chemistry, and materials science, as well as postgraduates in applied mathematics, computer science, and bioinformatics.
出版日期Textbook 2023
關(guān)鍵詞Quantum Mechanics Simulations; Coarse-Grained Models; Semi-Empirical Models; Software Trends; Molecular
版次1
doihttps://doi.org/10.1007/978-3-031-34839-6
isbn_softcover978-3-031-34841-9
isbn_ebook978-3-031-34839-6Series ISSN 1434-8322 Series E-ISSN 2198-2589
issn_series 1434-8322
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Sectionally Complemented LatticesIn this chapter, we discuss the basis set functions for standard molecular quantum mechanics calculations. Furthermore, the basis sets for quantum periodic systems, such as solids and metals, will be described.
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The Congruences of a Finite LatticeThis chapter introduces the machine learning quantum mechanics methods and their use in computer simulations. In particular, the focus is on the use of machine learning approach in predicting the potential electronic energy surface and its gradient for QM molecular dynamics simulations.
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The Congruences of a Finite LatticeIn this chapter, we will briefly describe a Python interactive graphical user interface (GUI) for CHARMM package for performing MD simulations of a biological molecular system and standard analysis of . data produced from the simulations.
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The Congruences of a Finite LatticeThis chapter introduces the setup protocol for preparing a molecular biological system simulation in explicit solvent. The energy minimisation methods are discussed in details. Furthermore, the complete protocol of the equilibration of solvent is shown for a protein system in explicit solvent.
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