Machine Learning and Data Mining in Materials Science

Machine Learning and Data Mining in Materials Science
Title Machine Learning and Data Mining in Materials Science PDF eBook
Author Norbert Huber
Publisher Frontiers Media SA
Pages 235
Release 2020-04-22
Genre
ISBN 2889636518

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Coarse-Grained Modeling of Biomolecules

Coarse-Grained Modeling of Biomolecules
Title Coarse-Grained Modeling of Biomolecules PDF eBook
Author Garegin A. Papoian
Publisher CRC Press
Pages 430
Release 2017-10-30
Genre Science
ISBN 1466576170

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"The chapters in this book survey the progress in simulating biomolecular dynamics.... The images conjured up by this work are not yet universally loved, but are beginning to bring new insights into the study of biological structure and function. The future will decide whether this scientific movement can bring forth its Picasso or Modigliani." –from the Foreword by Peter G. Wolynes, Bullard-Welch Foundation Professor of Science, Rice University This book highlights the state-of-art in coarse-grained modeling of biomolecules, covering both fundamentals as well as various cutting edge applications. Coarse-graining of biomolecules is an area of rapid advances, with numerous new force fields having appeared recently and significant progress made in developing a systematic theory of coarse-graining. The contents start with first fundamental principles based on physics, then survey specific state-of-art coarse-grained force fields of proteins and nucleic acids, and provide examples of exciting biological problems that are at large scale, and hence, only amenable to coarse-grained modeling. Introduces coarse-grained models of proteins and nucleic acids. Showcases applications such as genome packaging in nuclei and understanding ribosome dynamics Gives the physical foundations of coarse-graining Demonstrates use of models for large-scale assemblies in modern studies Garegin A. Papoian is the first Monroe Martin Associate Professor with appointments in the Department of Chemistry and Biochemistry and the Institute for Physical Science and Technology at the University of Maryland.

Simulation Methods for Polymers

Simulation Methods for Polymers
Title Simulation Methods for Polymers PDF eBook
Author Michael Kotelyanskii
Publisher CRC Press
Pages 572
Release 2004-03-01
Genre Technology & Engineering
ISBN 0824751310

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The Theory of Polymer Dynamics

The Theory of Polymer Dynamics
Title The Theory of Polymer Dynamics PDF eBook
Author Masao Doi
Publisher Oxford University Press
Pages 420
Release 1988
Genre Science
ISBN 9780198520337

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This book provides a comprehensive account of the modern theory for the dynamical properties of polymer solutions. The theory has undergone dramatic evolution over the last two decades due to the introduction of new methods and concepts that have extended the frontier of theory from dilute solutions in which polymers move independently to concentrated solutions where many polymers converge. Among the properties examined are viscoelasticity, diffusion, dynamic light scattering, and electric birefringence. Nonlinear viscoelasticity is discussed in detail on the basis of molecular dynamical models. The book bridges the gap between classical theory and new developments, creating a consistent picture of polymer solution dynamics over the entire concentration range.

Coarse-Graining of Condensed Phase and Biomolecular Systems

Coarse-Graining of Condensed Phase and Biomolecular Systems
Title Coarse-Graining of Condensed Phase and Biomolecular Systems PDF eBook
Author Gregory A. Voth
Publisher CRC Press
Pages 492
Release 2008-09-22
Genre Science
ISBN 1420059564

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Exploring recent developments in the field, Coarse-Graining of Condensed Phase and Biomolecular Systems examines systematic ways of constructing coarse-grained representations for complex systems. It explains how this approach can be used in the simulation and modeling of condensed phase and biomolecular systems. Assembling some of the most influential, world-renowned researchers in the field, this book covers the latest developments in the coarse-grained molecular dynamics simulation and modeling of condensed phase and biomolecular systems. Each chapter focuses on specific examples of evolving coarse-graining methodologies and presents results for a variety of complex systems. The contributors discuss the minimalist, inversion, and multiscale approaches to coarse-graining, along with the emerging challenges of coarse-graining. They also connect atomic-level information with new coarse-grained representations of complex systems, such as lipid bilayers, proteins, peptides, and DNA.

Computational Thermodynamics of Materials

Computational Thermodynamics of Materials
Title Computational Thermodynamics of Materials PDF eBook
Author Zi-Kui Liu
Publisher Cambridge University Press
Pages 261
Release 2016-06-30
Genre Science
ISBN 0521198968

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Integrates fundamental concepts with experimental data and practical applications, including worked examples and end-of-chapter problems.

Shape Memory Polymers

Shape Memory Polymers
Title Shape Memory Polymers PDF eBook
Author Jinlian Hu
Publisher Smithers Rapra
Pages 326
Release 2014-05-27
Genre Science
ISBN 1909030333

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Shape-memory polymers (SMP) are a unique branch of the smart materials family which are capable of changing shape on-demand upon exposure to external stimulus. The discovery of SMP made a significant breakthrough in the developments of novel smart materials for a variety of engineering applications, superseded the traditional materials, and also influenced the current methods of product designing. This book provides the latest advanced information of on-going research domains of SMP. This will certainly enlighten the reader to the achievements and tremendous potentials of SMP. The basic fundamentals of SMP, including shape-memory mechanisms and mechanics are described. This will aid reader to become more familiar with SMP and the basic concepts, thus guiding them in undergoing independent research in the SMP field. The book also provides the reader with associated challenges and existing application problems of SMP. This could assist the reader to focus more on these issues and further exploit their knowledge to look for innovative solutions. Future outlooks of SMP research are discussed as well. This book should prove to be extremely useful for academics, R&D managers, researcher scientists, engineers, and all others related to the SMP research.