In Situ Visualization For Computational Science

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In Situ Visualization for Computational Science

Hank Childs,Janine C. Bennett,Christoph Garth
In Situ Visualization for Computational Science Book PDF

Author : Hank Childs,Janine C. Bennett,Christoph Garth
Publisher : Springer Nature
Page : 464 pages
File Size : 41,6 Mb
Release : 2022-05-04
Category : Mathematics
ISBN : 9783030816278

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In Situ Visualization for Computational Science by Hank Childs,Janine C. Bennett,Christoph Garth Pdf

This book provides an overview of the emerging field of in situ visualization, i.e. visualizing simulation data as it is generated. In situ visualization is a processing paradigm in response to recent trends in the development of high-performance computers. It has great promise in its ability to access increased temporal resolution and leverage extensive computational power. However, the paradigm also is widely viewed as limiting when it comes to exploration-oriented use cases. Furthermore, it will require visualization systems to become increasingly complex and constrained in usage. As research efforts on in situ visualization are growing, the state of the art and best practices are rapidly maturing. Specifically, this book contains chapters that reflect state-of-the-art research results and best practices in the area of in situ visualization. Our target audience are researchers and practitioners from the areas of mathematics computational science, high-performance computing, and computer science that work on or with in situ techniques, or desire to do so in future.

Computational Science – ICCS 2019

João M. F. Rodrigues,Pedro J. S. Cardoso,Jânio Monteiro,Roberto Lam,Valeria V. Krzhizhanovskaya,Michael H. Lees,Jack J. Dongarra,Peter M.A. Sloot
Computational Science ICCS 2019 Book PDF

Author : João M. F. Rodrigues,Pedro J. S. Cardoso,Jânio Monteiro,Roberto Lam,Valeria V. Krzhizhanovskaya,Michael H. Lees,Jack J. Dongarra,Peter M.A. Sloot
Publisher : Springer
Page : 828 pages
File Size : 53,8 Mb
Release : 2019-06-07
Category : Computers
ISBN : 9783030227500

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Computational Science – ICCS 2019 by João M. F. Rodrigues,Pedro J. S. Cardoso,Jânio Monteiro,Roberto Lam,Valeria V. Krzhizhanovskaya,Michael H. Lees,Jack J. Dongarra,Peter M.A. Sloot Pdf

The five-volume set LNCS 11536, 11537, 11538, 11539, and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019. The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track; Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019 Chapter “Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

High Performance Visualization

E. Wes Bethel,Hank Childs,Charles Hansen
High Performance Visualization Book PDF

Author : E. Wes Bethel,Hank Childs,Charles Hansen
Publisher : CRC Press
Page : 520 pages
File Size : 50,7 Mb
Release : 2012-10-25
Category : Computers
ISBN : 9781439875735

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High Performance Visualization by E. Wes Bethel,Hank Childs,Charles Hansen Pdf

Visualization and analysis tools, techniques, and algorithms have undergone a rapid evolution in recent decades to accommodate explosive growth in data size and complexity and to exploit emerging multi- and many-core computational platforms. High Performance Visualization: Enabling Extreme-Scale Scientific Insight focuses on the subset of scientifi

High Performance Computing

Amanda Bienz,Michèle Weiland,Marc Baboulin,Carola Kruse
High Performance Computing Book PDF

Author : Amanda Bienz,Michèle Weiland,Marc Baboulin,Carola Kruse
Publisher : Springer Nature
Page : 677 pages
File Size : 51,6 Mb
Release : 2023-09-25
Category : Computers
ISBN : 9783031408434

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High Performance Computing by Amanda Bienz,Michèle Weiland,Marc Baboulin,Carola Kruse Pdf

This volume constitutes the papers of several workshops which were held in conjunction with the 38th International Conference on High Performance Computing, ISC High Performance 2023, held in Hamburg, Germany, during May 21–25, 2023. The 49 revised full papers presented in this book were carefully reviewed and selected from 70 submissions. ISC High Performance 2023 presents the following workshops: ​2nd International Workshop on Malleability Techniques Applications in High-Performance Computing (HPCMALL) 18th Workshop on Virtualization in High-Performance Cloud Computing (VHPC 23) HPC I/O in the Data Center (HPC IODC) Workshop on Converged Computing of Cloud, HPC, and Edge (WOCC’23) 7th International Workshop on In Situ Visualization (WOIV’23) Workshop on Monitoring and Operational Data Analytics (MODA23) 2nd Workshop on Communication, I/O, and Storage at Scale on Next-Generation Platforms: Scalable Infrastructures First International Workshop on RISC-V for HPC Second Combined Workshop on Interactive and Urgent Supercomputing (CWIUS) HPC on Heterogeneous Hardware (H3)

High Performance Computing

Heike Jagode,Hartwig Anzt,Hatem Ltaief,Piotr Luszczek
High Performance Computing Book PDF

Author : Heike Jagode,Hartwig Anzt,Hatem Ltaief,Piotr Luszczek
Publisher : Springer Nature
Page : 515 pages
File Size : 53,5 Mb
Release : 2021-11-12
Category : Computers
ISBN : 9783030905392

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High Performance Computing by Heike Jagode,Hartwig Anzt,Hatem Ltaief,Piotr Luszczek Pdf

This book constitutes the refereed post-conference proceedings of 9 workshops held at the 35th International ISC High Performance 2021 Conference, in Frankfurt, Germany, in June-July 2021: Second International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics and Solid Mechanics Simulations and Analysis; HPC-IODC: HPC I/O in the Data Center Workshop; Compiler-assisted Correctness Checking and Performance Optimization for HPC; Machine Learning on HPC Systems;4th International Workshop on Interoperability of Supercomputing and Cloud Technologies;2nd International Workshop on Monitoring and Operational Data Analytics;16th Workshop on Virtualization in High-Performance Cloud Computing; Deep Learning on Supercomputers; 5th International Workshop on In Situ Visualization. The 35 papers included in this volume were carefully reviewed and selected. They cover all aspects of research, development, and application of large-scale, high performance experimental and commercial systems. Topics include high-performance computing (HPC), computer architecture and hardware, programming models, system software, performance analysis and modeling, compiler analysis and optimization techniques, software sustainability, scientific applications, deep learning.

Visualization in Scientific Computing

Gregory M. Nielson,Bruce D. Shriver,Lawrence J. Rosenblum
Visualization in Scientific Computing Book PDF

Author : Gregory M. Nielson,Bruce D. Shriver,Lawrence J. Rosenblum
Publisher : Unknown
Page : 314 pages
File Size : 50,6 Mb
Release : 1990
Category : Computers
ISBN : UOM:39015023854246

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Visualization in Scientific Computing by Gregory M. Nielson,Bruce D. Shriver,Lawrence J. Rosenblum Pdf

The purpose of this text is to provide a reference source to scientists, engineers, and students who are new to scientific visualization or who are interested in expanding their knowledge in this subject. If used properly, it can also serve as an introduction and tutorial.

Methods and Applications for Modeling and Simulation of Complex Systems

Byeong-Yun Chang,Changbeom Choi
Methods and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Byeong-Yun Chang,Changbeom Choi
Publisher : Springer Nature
Page : 109 pages
File Size : 49,8 Mb
Release : 2022-10-05
Category : Computers
ISBN : 9789811968570

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Methods and Applications for Modeling and Simulation of Complex Systems by Byeong-Yun Chang,Changbeom Choi Pdf

This volume constitutes the proceedings of the 20th Asian Simulation Conference, AsiaSim 2021, held as a virtual event in November 2021. The 9 full papers presented in this volume were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on simulation and visualization; modeling and simulation of systems.

Computational Science – ICCS 2020

Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira
Computational Science ICCS 2020 Book PDF

Author : Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira
Publisher : Springer Nature
Page : 715 pages
File Size : 44,5 Mb
Release : 2020-06-18
Category : Computers
ISBN : 9783030504175

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Computational Science – ICCS 2020 by Valeria V. Krzhizhanovskaya,Gábor Závodszky,Michael H. Lees,Jack J. Dongarra,Peter M. A. Sloot,Sérgio Brissos,João Teixeira Pdf

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic.

High Performance Computing

Ponnuswamy Sadayappan,Bradford L. Chamberlain,Guido Juckeland,Hatem Ltaief
High Performance Computing Book PDF

Author : Ponnuswamy Sadayappan,Bradford L. Chamberlain,Guido Juckeland,Hatem Ltaief
Publisher : Springer Nature
Page : 564 pages
File Size : 49,8 Mb
Release : 2020-06-15
Category : Computers
ISBN : 9783030507435

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High Performance Computing by Ponnuswamy Sadayappan,Bradford L. Chamberlain,Guido Juckeland,Hatem Ltaief Pdf

This book constitutes the refereed proceedings of the 35th International Conference on High Performance Computing, ISC High Performance 2020, held in Frankfurt/Main, Germany, in June 2020.* The 27 revised full papers presented were carefully reviewed and selected from 87 submissions. The papers cover a broad range of topics such as architectures, networks & infrastructure; artificial intelligence and machine learning; data, storage & visualization; emerging technologies; HPC algorithms; HPC applications; performance modeling & measurement; programming models & systems software. *The conference was held virtually due to the COVID-19 pandemic. Chapters "Scalable Hierarchical Aggregation and Reduction Protocol (SHARP) Streaming-Aggregation Hardware Design and Evaluation", "Solving Acoustic Boundary Integral Equations Using High Performance Tile Low-Rank LU Factorization", "Scaling Genomics Data Processing with Memory-Driven Computing to Accelerate Computational Biology", "Footprint-Aware Power Capping for Hybrid Memory Based Systems", and "Pattern-Aware Staging for Hybrid Memory Systems" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Computational Science — ICCS 2004

Marian Bubak,Geert Dick van Albada,Peter M.A. Sloot,Jack Dongarra
Computational Science ICCS 2004 Book PDF

Author : Marian Bubak,Geert Dick van Albada,Peter M.A. Sloot,Jack Dongarra
Publisher : Springer
Page : 1313 pages
File Size : 46,9 Mb
Release : 2004-05-12
Category : Computers
ISBN : 9783540246886

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Computational Science — ICCS 2004 by Marian Bubak,Geert Dick van Albada,Peter M.A. Sloot,Jack Dongarra Pdf

The International Conference on Computational Science (ICCS 2004) held in Krak ́ ow, Poland, June 6–9, 2004, was a follow-up to the highly successful ICCS 2003 held at two locations, in Melbourne, Australia and St. Petersburg, Russia; ICCS 2002 in Amsterdam, The Netherlands; and ICCS 2001 in San Francisco, USA. As computational science is still evolving in its quest for subjects of inves- gation and e?cient methods, ICCS 2004 was devised as a forum for scientists from mathematics and computer science, as the basic computing disciplines and application areas, interested in advanced computational methods for physics, chemistry, life sciences, engineering, arts and humanities, as well as computer system vendors and software developers. The main objective of this conference was to discuss problems and solutions in all areas, to identify new issues, to shape future directions of research, and to help users apply various advanced computational techniques. The event harvested recent developments in com- tationalgridsandnextgenerationcomputingsystems,tools,advancednumerical methods, data-driven systems, and novel application ?elds, such as complex - stems, ?nance, econo-physics and population evolution.

Handbook of Research on Computational Science and Engineering: Theory and Practice

Leng, J.
Handbook of Research on Computational Science and Engineering Theory and Practice Book PDF

Author : Leng, J.
Publisher : IGI Global
Page : 987 pages
File Size : 52,5 Mb
Release : 2011-10-31
Category : Technology & Engineering
ISBN : 9781613501177

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Handbook of Research on Computational Science and Engineering: Theory and Practice by Leng, J. Pdf

By using computer simulations in research and development, computational science and engineering (CSE) allows empirical inquiry where traditional experimentation and methods of inquiry are difficult, inefficient, or prohibitively expensive. The Handbook of Research on Computational Science and Engineering: Theory and Practice is a reference for interested researchers and decision-makers who want a timely introduction to the possibilities in CSE to advance their ongoing research and applications or to discover new resources and cutting edge developments. Rather than reporting results obtained using CSE models, this comprehensive survey captures the architecture of the cross-disciplinary field, explores the long term implications of technology choices, alerts readers to the hurdles facing CSE, and identifies trends in future development.

Computational Science – ICCS 2018

Yong Shi,Haohuan Fu,Yingjie Tian,Valeria V. Krzhizhanovskaya,Michael Harold Lees,Jack Dongarra,Peter M. A. Sloot
Computational Science ICCS 2018 Book PDF

Author : Yong Shi,Haohuan Fu,Yingjie Tian,Valeria V. Krzhizhanovskaya,Michael Harold Lees,Jack Dongarra,Peter M. A. Sloot
Publisher : Springer
Page : 884 pages
File Size : 51,9 Mb
Release : 2018-06-11
Category : Computers
ISBN : 9783319937014

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Computational Science – ICCS 2018 by Yong Shi,Haohuan Fu,Yingjie Tian,Valeria V. Krzhizhanovskaya,Michael Harold Lees,Jack Dongarra,Peter M. A. Sloot Pdf

The three-volume set LNCS 10860, 10861 and 10862 constitutes the proceedings of the 18th International Conference on Computational Science, ICCS 2018, held in Wuxi, China, in June 2018. The total of 155 full and 66 short papers presented in this book set was carefully reviewed and selected from 404 submissions. The papers were organized in topical sections named: Part I: ICCS Main Track Part II: Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging ManYcore Systems; Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Data, Modeling, and Computation in IoT and Smart Systems; Track of Data-Driven Computational Sciences; Track of Mathematical-Methods-and-Algorithms for Extreme Scale; Track of Multiscale Modelling and Simulation Part III: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Papers

Supercomputing

Vladimir Voevodin,Sergey Sobolev,Mikhail Yakobovskiy,Rashit Shagaliev
Supercomputing Book PDF

Author : Vladimir Voevodin,Sergey Sobolev,Mikhail Yakobovskiy,Rashit Shagaliev
Publisher : Springer Nature
Page : 346 pages
File Size : 42,7 Mb
Release : 2024-01-04
Category : Computers
ISBN : 9783031494352

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Supercomputing by Vladimir Voevodin,Sergey Sobolev,Mikhail Yakobovskiy,Rashit Shagaliev Pdf

The two-volume set LNCS 14388 and 14389 constitutes the refereed proceedings of the 9th Russian Supercomputing Days International Conference (RuSCDays 2023) held in Moscow, Russia, during September 25-26, 2023. The 44 full papers and 1 short paper presented in these proceedings were carefully reviewed and selected from 104 submissions. The papers have been organized in the following topical sections: supercomputer simulation; distributed computing; and HPC, BigData, AI: algorithms, technologies, evaluation.

Methods in Computational Science

Johan Hoffman
Methods in Computational Science Book PDF

Author : Johan Hoffman
Publisher : SIAM
Page : 425 pages
File Size : 51,9 Mb
Release : 2021-10-19
Category : Computers
ISBN : 9781611976724

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Methods in Computational Science by Johan Hoffman Pdf

Computational methods are an integral part of most scientific disciplines, and a rudimentary understanding of their potential and limitations is essential for any scientist or engineer. This textbook introduces computational science through a set of methods and algorithms, with the aim of familiarizing the reader with the field’s theoretical foundations and providing the practical skills to use and develop computational methods. Centered around a set of fundamental algorithms presented in the form of pseudocode, this self-contained textbook extends the classical syllabus with new material, including high performance computing, adjoint methods, machine learning, randomized algorithms, and quantum computing. It presents theoretical material alongside several examples and exercises and provides Python implementations of many key algorithms. Methods in Computational Science is for advanced undergraduate and graduate-level students studying computer science and data science. It can also be used to support continuous learning for practicing mathematicians, data scientists, computer scientists, and engineers in the field of computational science. It is appropriate for courses in advanced numerical analysis, data science, numerical optimization, and approximation theory.

High Performance Computing. ISC High Performance 2022 International Workshops

Hartwig Anzt,Amanda Bienz,Piotr Luszczek,Marc Baboulin
High Performance Computing ISC High Performance 2022 International Workshops Book PDF

Author : Hartwig Anzt,Amanda Bienz,Piotr Luszczek,Marc Baboulin
Publisher : Springer Nature
Page : 399 pages
File Size : 50,9 Mb
Release : 2023-01-03
Category : Computers
ISBN : 9783031232206

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High Performance Computing. ISC High Performance 2022 International Workshops by Hartwig Anzt,Amanda Bienz,Piotr Luszczek,Marc Baboulin Pdf

This book constitutes the refereed conference proceedings of the workshops held at the 37th International ISC High Performance 2022 Conference, in Hamburg, Germany, in June 2, 2022. The 27 full papers were included in this book were carefully reviewed and selected from 43 submissions. ISC High Performance 2022 presents the following workshops: Compiler-assisted Correctness Checking and Performance Optimization for HPC HPC on Heterogeneous Hardware (H3) Malleability Techniques Applications in High Performance Computing Fifth Workshop on Interactive High Performance Computing 3rd ISC HPC International Workshop on Monitoring & Operational Data Analytics 6th International Workshop on In Situ Visualization 17th Workshop on Virtualization in High Performance Cloud Computing Chapter “Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. /div