krainaksiazek modeling simulation and visualization methods 20042961
- znaleziono 2 produkty w 1 sklepie
Molecular Modeling and Simulation Springer, Berlin
Książki / Literatura obcojęzyczna
The basic goal of this new text is to introduce students to molecular modeling and simulation and to the wide range of biomolecular problems being attacked by computational techniques. The premise of the author is that the dazzling modeling and simulation software now available often leaves practitioners unaware of the fundamental problems and the complex algorithmic approaches to them that still form the heart of ongoing research. The text provides an overview of biomolecular modeling and structure, molecular mechanics (including functional construction and evaluation techniques), molecular graphics and visualization, techniques for conformational sampling (Monte Carlo, global optimization), methods for geometry optimization, and molecular dynamics simulations. Throughout the text emphasizes that the field changes very rapidly and that it is full of exciting discoveries, and that many of these findings lead to medical and technological breakthroughs. This book stimulates this e xcitement, while still providing students many computational details. The text evolved from Molecular Modeling courses taught by the author at New York University. It contains detailed illustrations throughout and homework assignments at the end of the book. It should appeal to beginning graduate students in medical schools, and in many scientific departments such as biology, chemistry, physics, mathematics and computer science.
Intelligent Computing Theories and Methodologies Springer, Berlin
Książki / Literatura obcojęzyczna
This two-volume set LNCS 9225 and LNCS 9226 constitutes - in conjunction with the volume LNAI 9227 - the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The 191 full papers and 42 short papers of this volume were carefully reviewed and selected from 191 submissions. The papers are organized in topical sections such as evolutionary computation and learning; compressed sensing, sparse coding and social computing; neural networks, nature inspired computing and optimization; pattern recognition and signal processing; image processing; biomedical informatics theory and methods; differential evolution, particle swarm optimization and niche technology; intelligent computing and knowledge discovery and data mining; soft computing and machine learning; computational biology, protein structure and function prediction; genetic algorithms; artificial bee colony algorithms; swarm intelligence and optimization; social computing; information security; virtual reality and human-computer interaction; healthcare informatics theory and methods; unsupervised learning; collective intelligence; intelligent computing in robotics; intelligent computing in communication networks; intelligent control and automation; intelligent data analysis and prediction; gene expression array analysis; gene regulation modeling and analysis; protein-protein interaction prediction; biology inspired computing and optimization; analysis and visualization of large biological data sets; motif detection; biomarker discovery; modeling; simulation; and optimization of biological systems; biomedical data modeling and mining; intelligent computing in biomedical signal/image analysis; intelligent computing in brain imaging; neuroinformatics; cheminformatics; intelligent computing in computational biology; computational genomics; special session on biomedical data integration and mining in the era of big data; special session on big data analytics; special session on artificial intelligence for ambient assisted living; and special session on swarm intelligence with discrete dynamics.
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