Combinatorial Scientific Computing
暫譯: 組合科學計算

Naumann, Uwe, Schenk, Olaf

Combinatorial Scientific Computing

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商品描述

Combinatorial Scientific Computing explores the latest research on creating algorithms and software tools to solve key combinatorial problems on large-scale high-performance computing architectures. It includes contributions from international researchers who are pioneers in designing software and applications for high-performance computing systems.

 

 

 

 

 

 

 

The book offers a state-of-the-art overview of the latest research, tool development, and applications. It focuses on load balancing and parallelization on high-performance computers, large-scale optimization, algorithmic differentiation of numerical simulation code, sparse matrix software tools, and combinatorial challenges and applications in large-scale social networks. The authors unify these seemingly disparate areas through a common set of abstractions and algorithms based on combinatorics, graphs, and hypergraphs.

 

 

 

 

 

 

 

 

 

Combinatorial algorithms have long played a crucial enabling role in scientific and engineering computations and their importance continues to grow with the demands of new applications and advanced architectures. By addressing current challenges in the field, this volume sets the stage for the accelerated development and deployment of fundamental enabling technologies in high-performance scientific computing.

 

 

商品描述(中文翻譯)

組合科學計算 探討了在大型高效能計算架構上創建算法和軟體工具以解決關鍵組合問題的最新研究。該書包含來自國際研究者的貢獻，他們是高效能計算系統軟體和應用設計的先驅。

本書提供了最新研究、工具開發和應用的最前沿概述。它專注於高效能計算機上的負載平衡和並行化、大規模優化、數值模擬代碼的算法微分、稀疏矩陣軟體工具，以及在大型社交網絡中的組合挑戰和應用。作者通過基於組合學、圖形和超圖的共同抽象和算法，統一了這些看似不相關的領域。

組合算法在科學和工程計算中長期以來扮演著關鍵的促進角色，隨著新應用和先進架構需求的增加，其重要性持續增長。通過解決該領域當前的挑戰，本書為高效能科學計算中基本促進技術的加速發展和部署奠定了基礎。

作者簡介

Uwe Naumann is an associate professor of computer science at RWTH Aachen University. Dr. Naumann has published more than 80 peer-reviewed papers and chaired several workshops. His research focuses on algorithmic differentiation, combinatorial graph algorithms, high-performance scientific computing, and the application of corresponding methods to real-world problems in computational science, engineering, and finance.

 

 

Olaf Schenk is an associate professor of computer science at the University of Lugano. Dr. Schenk has published more than 70 peer-reviewed book chapters, journal articles, and conference contributions. In 2008, he received an IBM Faculty Award on Cell Processors for Biomedical Hyperthermia Applications. His research interests include algorithmic and architectural problems in computational mathematics, scientific computing, and high-performance computing.

 

 

作者簡介(中文翻譯)

烏維·瑙曼（Uwe Naumann）是亞琛工業大學（RWTH Aachen University）計算機科學的副教授。瑙曼博士已發表超過80篇經過同行評審的論文，並主持了幾個研討會。他的研究專注於算法微分、組合圖算法、高效能科學計算，以及將相應方法應用於計算科學、工程和金融中的現實問題。

奧拉夫·申克（Olaf Schenk）是盧加諾大學（University of Lugano）計算機科學的副教授。申克博士已發表超過70篇經過同行評審的書籍章節、期刊文章和會議貢獻。2008年，他因在生物醫學超熱應用中的Cell處理器研究獲得IBM教職員獎。其研究興趣包括計算數學、科學計算和高效能計算中的算法和架構問題。

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