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This book describes the mathematical underpinnings of algorithms used for molecular dynamics simulation, including both deterministic and stochastic numerical methods. Molecular dynamics is one of the most versatile and powerful methods of modern computational science and engineering and is used widely in chemistry, physics, materials science and biology. Understanding the foundations of numerical methods means knowing how to select the best one for a given problem (from the wide range of techniques on offer) and how to create new, efficient methods to address particular challenges as they arise in complex applications. Aimed at a broad audience, this book presents the basic theory of Hamiltonian mechanics and stochastic differential equations, as well as topics including symplectic numerical methods, the handling of constraints and rigid bodies, the efficient treatment of Langevin dynamics, thermostats to control the molecular ensemble, multiple time-stepping, and the dissipative particle dynamics method. .
Mathematics. --- Applications of Mathematics. --- Mathematical and Computational Biology. --- Mathématiques --- Engineering & Applied Sciences --- Applied Mathematics --- Applied mathematics. --- Engineering mathematics. --- Biomathematics. --- Math --- Science --- Molecular dynamics. --- Biology --- Mathematics --- Engineering --- Engineering analysis --- Mathematical analysis
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Universities and colleges --- Education, Higher --- History. --- College students --- Higher education --- Postsecondary education --- Colleges --- Degree-granting institutions --- Higher education institutions --- Higher education providers --- Institutions of higher education --- Postsecondary institutions --- Public institutions --- Schools --- Education
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Mathematics --- Biomathematics. Biometry. Biostatistics --- Biology --- Applied physical engineering --- Computer science --- toegepaste wiskunde --- biomathematica --- biologie --- economie --- informatica --- wiskunde
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User-generated content. --- Electronic encyclopedias. --- Social media. --- Contenu créé par l'utilisateur --- Encyclopédies électroniques --- Médias sociaux --- Wikipedia --- Wikipedia.
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Prehistoric peoples --- Antiquities. --- Prehistoric peoples. --- Dunstable (England) --- England --- Antiquities.
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With the ongoing development of algorithmic composition programs and communities of practice expanding, algorithmic music faces a turning point. Joining dozens of emerging and established scholars alongside leading practitioners in the field, chapters in this Handbook both describe the state of algorithmic composition and also set the agenda for critical research on and analysis of algorithmic music. Organized into four sections, chapters explore the music's history, utility, community, politics, and potential for mass consumption. Contributors address such issues as the role of algorithms as co-performers, live coding practices, and discussions of the algorithmic culture as it currently exists and what it can potentially contribute society, education, and ecommerce. Chapters engage particularly with post-human perspectives - what new musics are now being found through algorithmic means which humans could not otherwise have made - and, in reciprocation, how algorithmic music is being assimilated back into human culture and what meanings it subsequently takes. Blending technical, artistic, cultural, and scientific viewpoints, this Handbook positions algorithmic music making as an essentially human activity
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