Recent Trends In Mathematical Modeling And High Performance Computing

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Recent Trends in Mathematical Modeling and High Performance Computing

Vinai K. Singh,Yaroslav D. Sergeyev,Andreas Fischer
Recent Trends in Mathematical Modeling and High Performance Computing Book PDF

Author : Vinai K. Singh,Yaroslav D. Sergeyev,Andreas Fischer
Publisher : Springer Nature
Page : 441 pages
File Size : 40,8 Mb
Release : 2021-08-23
Category : Mathematics
ISBN : 9783030682811

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Recent Trends in Mathematical Modeling and High Performance Computing by Vinai K. Singh,Yaroslav D. Sergeyev,Andreas Fischer Pdf

This volume explores the connections between mathematical modeling, computational methods, and high performance computing, and how recent developments in these areas can help to solve complex problems in the natural sciences and engineering. The content of the book is based on talks and papers presented at the conference Modern Mathematical Methods and High Performance Computing in Science & Technology (M3HPCST), held at Inderprastha Engineering College in Ghaziabad, India in January 2020. A wide range of both theoretical and applied topics are covered in detail, including the conceptualization of infinity, efficient domain decomposition, high capacity wireless communication, infectious disease modeling, and more. These chapters are organized around the following areas: Partial and ordinary differential equations Optimization and optimal control High performance and scientific computing Stochastic models and statistics Recent Trends in Mathematical Modeling and High Performance Computing will be of interest to researchers in both mathematics and engineering, as well as to practitioners who face complex models and extensive computations.

Advances in Mathematical Methods and High Performance Computing

Vinai K. Singh,David Gao,Andreas Fischer
Advances in Mathematical Methods and High Performance Computing Book PDF

Author : Vinai K. Singh,David Gao,Andreas Fischer
Publisher : Springer
Page : 503 pages
File Size : 45,9 Mb
Release : 2019-02-14
Category : Computers
ISBN : 9783030024871

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Advances in Mathematical Methods and High Performance Computing by Vinai K. Singh,David Gao,Andreas Fischer Pdf

This special volume of the conference will be of immense use to the researchers and academicians. In this conference, academicians, technocrats and researchers will get an opportunity to interact with eminent persons in the field of Applied Mathematics and Scientific Computing. The topics to be covered in this International Conference are comprehensive and will be adequate for developing and understanding about new developments and emerging trends in this area. High-Performance Computing (HPC) systems have gone through many changes during the past two decades in their architectural design to satisfy the increasingly large-scale scientific computing demand. Accurate, fast, and scalable performance models and simulation tools are essential for evaluating alternative architecture design decisions for the massive-scale computing systems. This conference recounts some of the influential work in modeling and simulation for HPC systems and applications, identifies some of the major challenges, and outlines future research directions which we believe are critical to the HPC modeling and simulation community.

Research Directions in Computational Mechanics

National Research Council,Division on Engineering and Physical Sciences,Board on Manufacturing and Engineering Design,Commission on Engineering and Technical Systems,U.S. National Committee on Theoretical and Applied Mechanics
Research Directions in Computational Mechanics Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Board on Manufacturing and Engineering Design,Commission on Engineering and Technical Systems,U.S. National Committee on Theoretical and Applied Mechanics
Publisher : National Academies Press
Page : 145 pages
File Size : 55,8 Mb
Release : 1991-02-01
Category : Technology & Engineering
ISBN : 9780309046480

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Research Directions in Computational Mechanics by National Research Council,Division on Engineering and Physical Sciences,Board on Manufacturing and Engineering Design,Commission on Engineering and Technical Systems,U.S. National Committee on Theoretical and Applied Mechanics Pdf

Computational mechanics is a scientific discipline that marries physics, computers, and mathematics to emulate natural physical phenomena. It is a technology that allows scientists to study and predict the performance of various productsâ€"important for research and development in the industrialized world. This book describes current trends and future research directions in computational mechanics in areas where gaps exist in current knowledge and where major advances are crucial to continued technological developments in the United States.

Recent Trends in Computational Science and Engineering

Serdar Celebi
Recent Trends in Computational Science and Engineering Book PDF

Author : Serdar Celebi
Publisher : BoD – Books on Demand
Page : 160 pages
File Size : 47,8 Mb
Release : 2018-05-30
Category : Computers
ISBN : 9781789231922

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Recent Trends in Computational Science and Engineering by Serdar Celebi Pdf

Computational science and engineering (CSE) is a broad multidisciplinary and integrative area including a variety of applications in science, engineering, numerical methods, applied mathematics, and computer science disciplines. The book covers a collection of different types of applications and visions to various disciplinary key aspects, which comprises both problem-driven and methodology-driven approaches at the same time. These selected applications are: Computational and information technologies for numerical models and large unstructured data processing Evolution of matrix computations and new concepts in computing Inverse problems covering both classical and newer approaches Integro-differential scheme (IDS) that combines finite volume and finite difference methods Smart city wireless networks Signal processing methods

High-Performance Computing in Finance

M. A. H. Dempster,Juho Kanniainen,John Keane,Erik Vynckier
High Performance Computing in Finance Book PDF

Author : M. A. H. Dempster,Juho Kanniainen,John Keane,Erik Vynckier
Publisher : CRC Press
Page : 586 pages
File Size : 47,6 Mb
Release : 2018-02-21
Category : Computers
ISBN : 9781315354699

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High-Performance Computing in Finance by M. A. H. Dempster,Juho Kanniainen,John Keane,Erik Vynckier Pdf

High-Performance Computing (HPC) delivers higher computational performance to solve problems in science, engineering and finance. There are various HPC resources available for different needs, ranging from cloud computing– that can be used without much expertise and expense – to more tailored hardware, such as Field-Programmable Gate Arrays (FPGAs) or D-Wave’s quantum computer systems. High-Performance Computing in Finance is the first book that provides a state-of-the-art introduction to HPC for finance, capturing both academically and practically relevant problems.

High Performance Computing on Vector Systems 2008

Sabine Roller,Katharina Benkert,Martin Galle,Wolfgang Bez,Hiroaki Kobayashi,Toshio Hirayama
High Performance Computing on Vector Systems 2008 Book PDF

Author : Sabine Roller,Katharina Benkert,Martin Galle,Wolfgang Bez,Hiroaki Kobayashi,Toshio Hirayama
Publisher : Springer Science & Business Media
Page : 238 pages
File Size : 55,7 Mb
Release : 2008-10-23
Category : Computers
ISBN : 9783540858690

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High Performance Computing on Vector Systems 2008 by Sabine Roller,Katharina Benkert,Martin Galle,Wolfgang Bez,Hiroaki Kobayashi,Toshio Hirayama Pdf

This book covers the results obtained in the Tera op Workbench project during a four years period from 2004 to 2008. The Tera op Workbench project is a colla- ration betweenthe High PerformanceComputingCenter Stuttgart (HLRS) and NEC Deutschland GmbH (NEC-HPCE) to support users to achieve their research goals using high performance computing. The Tera op Workbench supports users of the HLRS systems to enable and - cilitate leading edge scienti c research. This is achieved by optimizing their codes and improving the process work ow which results from the integration of diff- ent modules into a “hybrid vector system”. The assessment and demonstration of industrial relevance is another goal of the cooperation. The Tera op Workbench project consists of numerous individual codes, grouped together by application area and developed and maintained by researchers or c- mercial organizations. Within the project, several of the codes have shown the ab- ity to reach beyond the TFlop/s threshold of sustained performance. This created the possibility for new science and a deeper understanding of the underlying physics. The papers in this book demonstrate the value of the project for different scienti c areas.

High Performance Algorithms and Software in Nonlinear Optimization

Renato de Leone,Almerico Murli,Panos M. Pardalos,Gerardo Toraldo
High Performance Algorithms and Software in Nonlinear Optimization Book PDF

Author : Renato de Leone,Almerico Murli,Panos M. Pardalos,Gerardo Toraldo
Publisher : Springer Science & Business Media
Page : 379 pages
File Size : 40,6 Mb
Release : 2013-12-01
Category : Mathematics
ISBN : 9781461332794

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High Performance Algorithms and Software in Nonlinear Optimization by Renato de Leone,Almerico Murli,Panos M. Pardalos,Gerardo Toraldo Pdf

This book contains a selection of papers presented at the conference on High Performance Software for Nonlinear Optimization (HPSN097) which was held in Ischia, Italy, in June 1997. The rapid progress of computer technologies, including new parallel architec tures, has stimulated a large amount of research devoted to building software environments and defining algorithms able to fully exploit this new computa tional power. In some sense, numerical analysis has to conform itself to the new tools. The impact of parallel computing in nonlinear optimization, which had a slow start at the beginning, seems now to increase at a fast rate, and it is reasonable to expect an even greater acceleration in the future. As with the first HPSNO conference, the goal of the HPSN097 conference was to supply a broad overview of the more recent developments and trends in nonlinear optimization, emphasizing the algorithmic and high performance software aspects. Bringing together new computational methodologies with theoretical ad vances and new computer technologies is an exciting challenge that involves all scientists willing to develop high performance numerical software. This book contains several important contributions from different and com plementary standpoints. Obviously, the articles in the book do not cover all the areas of the conference topic or all the most recent developments, because of the large number of new theoretical and computational ideas of the last few years.

Current Trends in High Performance Computing and Its Applications

Wu Zhang,Zhangxin Chen,Roland Glowinski,Weiqin Tong
Current Trends in High Performance Computing and Its Applications Book PDF

Author : Wu Zhang,Zhangxin Chen,Roland Glowinski,Weiqin Tong
Publisher : Springer Science & Business Media
Page : 640 pages
File Size : 44,8 Mb
Release : 2005-12-12
Category : Computers
ISBN : 9783540279129

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Current Trends in High Performance Computing and Its Applications by Wu Zhang,Zhangxin Chen,Roland Glowinski,Weiqin Tong Pdf

A large international conference on High Performance Computing and its - plications was held in Shanghai, China, August 8–10, 2004. It served as a forum to present current work by researchers and software developers from around the world as well as to highlight activities in the high performance computing area. It aimed to bring together research scientists, application - oneers,andsoftwaredeveloperstodiscussproblemsandsolutionsandtoid- tify new issues in this area. The conference focused on the design and analysis of high performance computing algorithms, tools, and platforms and their s- enti?c, engineering, medical, and industrial applications. It drew about 150 participants from Canada, China, Germany, India, Iran, Japan, Mexico, S- gapore, South Korea, the United Kingdom, and the United States of America. More than 170 papers were received on a variety of subjects in modern high performance computing and its applications, such as numerical and software algorithm design and analysis, grid computing advance, adaptive and par- lel algorithm development, distributing debugging tools, computational grid and network environment design, computer simulation and visualization, and computational language study and their applications to science, engineering, and medicine. This book contains ninety papers that are representative in these subjects. It serves as an excellent research reference for graduate s- dents, scientists, and engineers who work with high performance computing for problems arising in science, engineering, and medicine. This conference would not have been possible without the support of a number of organizations and agencies and the assistance of many people.

Sustained Simulation Performance 2018 and 2019

Michael M. Resch,Yevgeniya Kovalenko,Wolfgang Bez,Erich Focht,Hiroaki Kobayashi
Sustained Simulation Performance 2018 and 2019 Book PDF

Author : Michael M. Resch,Yevgeniya Kovalenko,Wolfgang Bez,Erich Focht,Hiroaki Kobayashi
Publisher : Springer Nature
Page : 234 pages
File Size : 52,5 Mb
Release : 2020-03-30
Category : Computers
ISBN : 9783030391812

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Sustained Simulation Performance 2018 and 2019 by Michael M. Resch,Yevgeniya Kovalenko,Wolfgang Bez,Erich Focht,Hiroaki Kobayashi Pdf

This book presents the state of the art in High Performance Computing on modern supercomputer architectures. It addresses trends in hardware and software development in general, as well as the future of High Performance Computing systems and heterogeneous architectures. The contributions cover a broad range of topics, from improved system management to Computational Fluid Dynamics, High Performance Data Analytics, and novel mathematical approaches for large-scale systems. In addition, they explore innovative fields like coupled multi-physics and multi-scale simulations. All contributions are based on selected papers presented at the 26th and 28th Workshops on Sustained Simulation Performance, held at the High Performance Computing Center, University of Stuttgart, Germany, in October 2017 and 2018, and the 27th and 29th Workshops on Sustained Simulation Performance, held at the Cyberscience Center, Tohoku University, Japan, in March 2018 and 2019.

High Performance Computing on Vector Systems 2005

Thomas Bönisch,Katharina Benkert,Toshiyuki Furui,Yoshiki Seo,Wolfgang Bez
High Performance Computing on Vector Systems 2005 Book PDF

Author : Thomas Bönisch,Katharina Benkert,Toshiyuki Furui,Yoshiki Seo,Wolfgang Bez
Publisher : Springer Science & Business Media
Page : 248 pages
File Size : 40,5 Mb
Release : 2007-05-31
Category : Computers
ISBN : 9783540350743

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High Performance Computing on Vector Systems 2005 by Thomas Bönisch,Katharina Benkert,Toshiyuki Furui,Yoshiki Seo,Wolfgang Bez Pdf

The book presents the state of the art in high performance computing and simulation on modern supercomputer architectures. It covers trends in hardware and software development in general and specifically the future of vector-based systems and heterogeneous architectures. The application contributions include computational fluid dynamics, physics, chemistry, astrophysics, and biology. Innovative application fields like multiphysics simulations and material science are presented.

Applied Mathematics, Modeling and Computer Simulation

C.-H. Chen,A. Scapellato,A. Barbiero
Applied Mathematics Modeling and Computer Simulation Book PDF

Author : C.-H. Chen,A. Scapellato,A. Barbiero
Publisher : IOS Press
Page : 1266 pages
File Size : 45,8 Mb
Release : 2024-01-19
Category : Computers
ISBN : 9781643684598

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Applied Mathematics, Modeling and Computer Simulation by C.-H. Chen,A. Scapellato,A. Barbiero Pdf

Applied mathematics, modelling, and computer simulation are central to many aspects of engineering and computer science, and continue to be of intrinsic importance to the development of modern technologies. This book presents the proceedings of AMMCS 2023, the 3rd International Conference on Applied Mathematics, Modeling and Computer Simulation, held on 12 and 13 August 2023 in Wuhan, China. The conference provided an ideal opportunity for scholars and researchers to communicate important recent developments in their areas of specialization to their colleagues, and to scientists in related disciplines. More than 250 submissions were received for the conference, of which 133 were selected for presentation at the conference and inclusion here after a thorough peer-review process. These range from the theoretical and conceptual to strongly pragmatic papers addressing industrial best practice, and cover topics such as mathematical modeling and application; engineering applications and scientific computations; and the simulation of intelligent systems. The book explores practical experiences and enlightening ideas, and will be of interest to researchers, practitioners, and to all those working in the fields of applied mathematics, modeling and computer simulation.

Parallel Algorithms in Computational Science and Engineering

Ananth Grama,Ahmed H. Sameh
Parallel Algorithms in Computational Science and Engineering Book PDF

Author : Ananth Grama,Ahmed H. Sameh
Publisher : Springer Nature
Page : 421 pages
File Size : 53,9 Mb
Release : 2020-07-06
Category : Computers
ISBN : 9783030437367

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Parallel Algorithms in Computational Science and Engineering by Ananth Grama,Ahmed H. Sameh Pdf

This contributed volume highlights two areas of fundamental interest in high-performance computing: core algorithms for important kernels and computationally demanding applications. The first few chapters explore algorithms, numerical techniques, and their parallel formulations for a variety of kernels that arise in applications. The rest of the volume focuses on state-of-the-art applications from diverse domains. By structuring the volume around these two areas, it presents a comprehensive view of the application landscape for high-performance computing, while also enabling readers to develop new applications using the kernels. Readers will learn how to choose the most suitable parallel algorithms for any given application, ensuring that theory and practicality are clearly connected. Applications using these techniques are illustrated in detail, including: Computational materials science and engineering Computational cardiovascular analysis Multiscale analysis of wind turbines and turbomachinery Weather forecasting Machine learning techniques Parallel Algorithms in Computational Science and Engineering will be an ideal reference for applied mathematicians, engineers, computer scientists, and other researchers who utilize high-performance computing in their work.

Soft Computing Approach for Mathematical Modeling of Engineering Problems

Ali Ahmadian,Soheil Salahshour
Soft Computing Approach for Mathematical Modeling of Engineering Problems Book PDF

Author : Ali Ahmadian,Soheil Salahshour
Publisher : CRC Press
Page : 160 pages
File Size : 41,5 Mb
Release : 2021-09-02
Category : Computers
ISBN : 9781000432466

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Soft Computing Approach for Mathematical Modeling of Engineering Problems by Ali Ahmadian,Soheil Salahshour Pdf

This book describes different mathematical modeling and soft computing techniques used to solve practical engineering problems. It gives an overview of the current state of soft computing techniques and describes the advantages and disadvantages of soft computing compared to traditional hard computing techniques. Through examples and case studies, the editors demonstrate and describe how problems with inherent uncertainty can be addressed and eventually solved through the aid of numerical models and methods. The chapters address several applications and examples in bioengineering science, drug delivery, solving inventory issues, Industry 4.0, augmented reality and weather forecasting. Other examples include solving fuzzy-shortest-path problems by introducing a new distance and ranking functions. Because, in practice, problems arise with uncertain data and most of them cannot be solved exactly and easily, the main objective is to develop models that deliver solutions with the aid of numerical methods. This is the reason behind investigating soft numerical computing in dynamic systems. Having this in mind, the authors and editors have considered error of approximation and have discussed several common types of errors and their propagations. Moreover, they have explained the numerical methods, along with convergence and consistence properties and characteristics, as the main objectives behind this book involve considering, discussing and proving related theorems within the setting of soft computing. This book examines dynamic models, and how time is fundamental to the structure of the model and data as well as the understanding of how a process unfolds • Discusses mathematical modeling with soft computing and the implementations of uncertain mathematical models • Examines how uncertain dynamic systems models include uncertain state, uncertain state space and uncertain state’s transition functions • Assists readers to become familiar with many soft numerical methods to simulate the solution function’s behavior This book is intended for system specialists who are interested in dynamic systems that operate at different time scales. The book can be used by engineering students, researchers and professionals in control and finite element fields as well as all engineering, applied mathematics, economics and computer science interested in dynamic and uncertain systems. Ali Ahmadian is a Senior Lecturer at the Institute of IR 4.0, The National University of Malaysia. Soheil Salahshour is an associate professor at Bahcesehir University.

Sustained Simulation Performance 2017

Michael M. Resch,Wolfgang Bez,Erich Focht,Michael Gienger,Hiroaki Kobayashi
Sustained Simulation Performance 2017 Book PDF

Author : Michael M. Resch,Wolfgang Bez,Erich Focht,Michael Gienger,Hiroaki Kobayashi
Publisher : Springer
Page : 192 pages
File Size : 42,6 Mb
Release : 2017-10-24
Category : Computers
ISBN : 9783319668963

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Sustained Simulation Performance 2017 by Michael M. Resch,Wolfgang Bez,Erich Focht,Michael Gienger,Hiroaki Kobayashi Pdf

This book presents the state of the art in High Performance Computing on modern supercomputer architectures. It addresses trends in hardware and software development in general, as well as the future of High Performance Computing systems and heterogeneous architectures. The contributions cover a broad range of topics, from improved system management to Computational Fluid Dynamics, High Performance Data Analytics, and novel mathematical approaches for large-scale systems. In addition, they explore innovative fields like coupled multi-physics and multi-scale simulations. All contributions are based on selected papers presented at the 24th Workshop on Sustained Simulation Performance, held at the University of Stuttgart’s High Performance Computing Center in Stuttgart, Germany in December 2016 and the subsequent Workshop on Sustained Simulation Performance, held at the Cyberscience Center, Tohoku University, Japan in March 2017.

Mathematical and Computational Approaches in Advancing Modern Science and Engineering

Jacques Bélair,Ian A. Frigaard,Herb Kunze,Roman Makarov,Roderick Melnik,Raymond J. Spiteri
Mathematical and Computational Approaches in Advancing Modern Science and Engineering Book PDF

Author : Jacques Bélair,Ian A. Frigaard,Herb Kunze,Roman Makarov,Roderick Melnik,Raymond J. Spiteri
Publisher : Springer
Page : 806 pages
File Size : 54,6 Mb
Release : 2016-08-10
Category : Computers
ISBN : 9783319303796

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Mathematical and Computational Approaches in Advancing Modern Science and Engineering by Jacques Bélair,Ian A. Frigaard,Herb Kunze,Roman Makarov,Roderick Melnik,Raymond J. Spiteri Pdf

Focusing on five main groups of interdisciplinary problems, this book covers a wide range of topics in mathematical modeling, computational science and applied mathematics. It presents a wealth of new results in the development of modeling theories and methods, advancing diverse areas of applications and promoting interdisciplinary interactions between mathematicians, scientists, engineers and representatives from other disciplines. The book offers a valuable source of methods, ideas, and tools developed for a variety of disciplines, including the natural and social sciences, medicine, engineering, and technology. Original results are presented on both the fundamental and applied level, accompanied by an ample number of real-world problems and examples emphasizing the interdisciplinary nature and universality of mathematical modeling, and providing an excellent outline of today’s challenges. Mathematical modeling, with applied and computational methods and tools, plays a fundamental role in modern science and engineering. It provides a primary and ubiquitous tool in the context making new discoveries, as well as in the development of new theories and techniques for solving key problems arising in scientific and engineering applications. The contributions, which are the product of two highly successful meetings held jointly in Waterloo, Ontario, Canada on the main campus of Wilfrid Laurier University in June 2015, i.e. the International Conference on Applied Mathematics, Modeling and Computational Science, and the Annual Meeting of the Canadian Applied and Industrial Mathematics (CAIMS), make the book a valuable resource for any reader interested in a broader overview of the methods, ideas and tools involved in mathematical and computational approaches developed for other disciplines, including the natural and social sciences, engineering and technology.