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Mathematical physics --- Pathology of the circulatory system --- Engineering sciences. Technology --- Computer science --- analyse (wiskunde) --- informatica --- cardiologie --- wiskunde --- informaticaonderzoek --- ingenieurswetenschappen --- fysica
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This proceedings volume collects review articles that summarize research conducted at the Munich Centre of Advanced Computing (MAC) from 2008 to 2012. The articles address the increasing gap between what should be possible in Computational Science and Engineering due to recent advances in algorithms, hardware, and networks, and what can actually be achieved in practice; they also examine novel computing architectures, where computation itself is a multifaceted process, with hardware awareness or ubiquitous parallelism due to many-core systems being just two of the challenges faced. Topics cover both the methodological aspects of advanced computing (algorithms, parallel computing, data exploration, software engineering) and cutting-edge applications from the fields of chemistry, the geosciences, civil and mechanical engineering, etc., reflecting the highly interdisciplinary nature of the Munich Centre of Advanced Computing.
Mathematics --- Mathematical physics --- Applied physical engineering --- Engineering sciences. Technology --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- analyse (wiskunde) --- theoretische fysica --- vormgeving --- computers --- economie --- informatica --- mineralen (chemie) --- simulaties --- externe fixatie (geneeskunde --- mijnbouw --- wiskunde --- informaticaonderzoek --- KI (kunstmatige intelligentie) --- ingenieurswetenschappen --- computerkunde --- numerieke analyse --- AI (artificiële intelligentie)
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Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different flavors, are frequently the method of choice. This volume of LNCSE presents selected papers from the proceedings of the fifth workshop on sparse grids and applications, and demonstrates once again the importance of this numerical discretization scheme. The articles present recent advances in the numerical analysis of sparse grids in connection with a range of applications including uncertainty quantification, plasma physics simulations, and computational chemistry, to name but a few.
Functional analysis --- Numerical approximation theory --- Computer science --- Computer. Automation --- computers --- informatica --- wiskunde --- computerkunde
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This proceedings volume collects review articles that summarize research conducted at the Munich Centre of Advanced Computing (MAC) from 2008 to 2012. The articles address the increasing gap between what should be possible in Computational Science and Engineering due to recent advances in algorithms, hardware, and networks, and what can actually be achieved in practice; they also examine novel computing architectures, where computation itself is a multifaceted process, with hardware awareness or ubiquitous parallelism due to many-core systems being just two of the challenges faced. Topics cover both the methodological aspects of advanced computing (algorithms, parallel computing, data exploration, software engineering) and cutting-edge applications from the fields of chemistry, the geosciences, civil and mechanical engineering, etc., reflecting the highly interdisciplinary nature of the Munich Centre of Advanced Computing.
Computer science --- Software engineering --- High performance computing
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This open access book summarizes the research done and results obtained in the second funding phase of the Priority Program 1648 "Software for Exascale Computing" (SPPEXA) of the German Research Foundation (DFG) presented at the SPPEXA Symposium in Dresden during October 21-23, 2019. In that respect, it both represents a continuation of Vol. 113 in Springer’s series Lecture Notes in Computational Science and Engineering, the corresponding report of SPPEXA’s first funding phase, and provides an overview of SPPEXA’s contributions towards exascale computing in today's sumpercomputer technology. The individual chapters address one or more of the research directions (1) computational algorithms, (2) system software, (3) application software, (4) data management and exploration, (5) programming, and (6) software tools. The book has an interdisciplinary appeal: scholars from computational sub-fields in computer science, mathematics, physics, or engineering will find it of particular interest. .
Computer simulation. --- Computer software—Reusability. --- Computer mathematics. --- Input-output equipment (Computers). --- Applied mathematics. --- Engineering mathematics. --- Physics. --- Simulation and Modeling. --- Performance and Reliability. --- Computational Science and Engineering. --- Input/Output and Data Communications. --- Mathematical and Computational Engineering. --- Numerical and Computational Physics, Simulation. --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Engineering --- Engineering analysis --- Mathematical analysis --- Computer hardware --- Computer I/O equipment --- Computers --- Electronic analog computers --- Electronic digital computers --- Hardware, Computer --- I/O equipment (Computers) --- Input equipment (Computers) --- Input-output equipment (Computers) --- Output equipment (Computers) --- Computer systems --- Computer mathematics --- Electronic data processing --- Mathematics --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Input-output equipment --- Computer software --- Reusability. --- Reusability of software --- Reusable code (Computer programs) --- Software reusability --- Software reengineering --- Generic programming (Computer science) --- Simulation and Modeling --- Performance and Reliability --- Computational Science and Engineering --- Input/Output and Data Communications --- Mathematical and Computational Engineering --- Numerical and Computational Physics, Simulation --- Computer Science --- Computer Hardware --- Mathematical and Computational Engineering Applications --- Theoretical, Mathematical and Computational Physics --- open access --- computational algorithms and numerical methods --- data management and exploration --- high-performance computing --- simulation software and applications --- system software and software tools --- Computer modelling & simulation --- Systems analysis & design --- Maintenance & repairs --- Maths for scientists --- Computer networking & communications --- Distributed databases --- Maths for engineers --- Mathematical physics
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This work presents modern implementations of relevant molecular dynamics algorithms using ls1 mardyn, a simulation program for engineering applications. The text focuses strictly on HPC-related aspects, covering implementation on HPC architectures, taking Intel Xeon and Intel Xeon Phi clusters as representatives of current platforms. The work describes distributed and shared-memory parallelization on these platforms, including load balancing, with a particular focus on the efficient implementation of the compute kernels. The text also discusses the software-architecture of the resulting code.
Computer Science. --- System Performance and Evaluation. --- Simulation and Modeling. --- Engineering Fluid Dynamics. --- Special Purpose and Application-Based Systems. --- Computer science. --- Software engineering. --- Computer system performance. --- Computer simulation. --- Hydraulic engineering. --- Informatique --- Génie logiciel --- Simulation par ordinateur --- Technologie hydraulique --- Engineering & Applied Sciences --- Computer Science --- Engineering, Hydraulic --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Computer software engineering --- Informatics --- Special purpose computers. --- Computer system failures. --- Fluid mechanics. --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Science --- Engineering --- Fluid mechanics --- Hydraulics --- Shore protection --- Special purpose computers --- Computers --- Hydromechanics --- Continuum mechanics --- Computer failures --- Computer malfunctions --- Computer systems --- Failure of computer systems --- System failures (Engineering) --- Fault-tolerant computing --- Failures
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This book provides an introduction to mathematical and computer-oriented modeling and to simulation as a universal methodology. It therefore addresses various model classes and their derivations. And it demonstrates the diversity of approaches that can be taken: be it discrete or continuous, deterministic or stochastic. A common underlying theme throughout the book are the means in which one obtains practical simulation results from these different abstract models. Subsequent to a brief review of the mathematical tools that are required, the concept of the simulation pipeline, "from model derivation to the simulation", is applied to 14 example scenarios from diverse fields such as "Game theory - deciding - planning", "Traffic on highways and data highways", "Dynamical systems" and "Physics in the computer". Whether it is game theory or mathematical finance, traffic or control theory, population dynamics or chaos, or molecular dynamics, continuum mechanics or computer graphics - the reader gains insight into the world of simulation in a descriptive yet systematic way.
Mathematics. --- Computer simulation. --- Computer science --- Computer science. --- Computational Science and Engineering. --- Computational Mathematics and Numerical Analysis. --- Mathematical Modeling and Industrial Mathematics. --- Simulation and Modeling. --- Mathematics --- Physical Sciences & Mathematics --- Mathematics - General --- Informatics --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Math --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Science --- Computer mathematics. --- Mathematical models. --- Models, Mathematical
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The research and its outcomes presented in this collection focus on various aspects of high-performance computing (HPC) software and its development which is confronted with various challenges as today's supercomputer technology heads towards exascale computing. The individual chapters address one or more of the research directions (1) computational algorithms, (2) system software, (3) application software, (4) data management and exploration, (5) programming, and (6) software tools. The collection thereby highlights pioneering research findings as well as innovative concepts in exascale software development that have been conducted under the umbrella of the priority programme "Software for Exascale Computing" (SPPEXA) of the German Research Foundation (DFG) and that have been presented at the SPPEXA Symposium, Jan 25-27 2016, in Munich. The book has an interdisciplinary appeal: scholars from computational sub-fields in computer science, mathematics, physics, or engineering will find it of particular interest.
Computer science. --- Input-output equipment (Computers). --- Computer software --- Computer simulation. --- Computer mathematics. --- Applied mathematics. --- Engineering mathematics. --- Computer Science. --- Simulation and Modeling. --- Performance and Reliability. --- Computational Science and Engineering. --- Input/Output and Data Communications. --- Appl.Mathematics/Computational Methods of Engineering. --- Numerical and Computational Physics, Simulation. --- Reusability. --- Exascale computing --- High performance computing. --- Supercomputers. --- HPC (Computer science) --- Electronic digital computers --- High performance computing --- Electronic data processing --- Cyberinfrastructure --- Supercomputers --- Operating systems (Computers). --- Data transmission systems. --- Mathematical and Computational Engineering. --- Engineering --- Engineering analysis --- Mathematical analysis --- Informatics --- Science --- Computer operating systems --- Computers --- Disk operating systems --- Systems software --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Data communication systems --- Transmission of data --- Digital communications --- Electronic systems --- Information theory --- Telecommunication systems --- Mathematics --- Operating systems --- Computer software—Reusability. --- Physics. --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Computer hardware --- Computer I/O equipment --- Electronic analog computers --- Hardware, Computer --- I/O equipment (Computers) --- Input equipment (Computers) --- Input-output equipment (Computers) --- Output equipment (Computers) --- Computer systems --- Computer mathematics --- Input-output equipment
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50 Jahre Lehre der Informatik an den drei Münchner Universitäten (Ludwig-Maximilians-Universität, Technische Universität München und Universität der Bundeswehr Neubiberg) sind der Anlass für diese Sammlung aktueller Beiträge, die einen Überblick über die Informatik-Aktivitäten in Forschung und Lehre im Jahr 2017 bieten. Ohne Anspruch auf Vollständigkeit dokumentieren sie Bedeutung und Vielfalt der heutigen Universitäts-Informatik. Die Beiträge spannen einen Bogen von Themen wie Sicherheit in der Informatik, Mensch-Computer-Interaktion, Bioinformatik und Neuro-Robotik über Algorithmen in BWL und Operations Research, Internet-Forschung, Big Data und Maschinelles Lernen bis hin zu Connected Mobility, das Münchner Wissenschaftsnetz sowie Computerspiele, automatische Verifikation, mobiles Internet und Medieninformatik. Eine kurze Zusammenfassung der historischen Entwicklung der Informatik in München rundet den Band ab.
Computer security. --- Computer science. --- Bioinformatics. --- Software engineering. --- Multimedia systems. --- Artificial intelligence. --- Systems and Data Security. --- User Interfaces and Human Computer Interaction. --- Computational Biology/Bioinformatics. --- Software Engineering. --- Multimedia Information Systems. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Computer software engineering --- Engineering --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Informatics --- Science --- Computer privacy --- Computer system security --- Computer systems --- Computers --- Cyber security --- Cybersecurity --- Electronic digital computers --- Protection of computer systems --- Security of computer systems --- Data protection --- Security systems --- Hacking --- Data processing --- Protection --- Security measures --- User interfaces (Computer systems). --- Multimedia information systems. --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction
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