Large-Scale Scientific Computing: 12th International Conference, Lssc 2019, Sozopol, Bulgaria, June 10-14, 2019, Revised Selected Papers
暫譯: 大規模科學計算:第十二屆國際會議 LSSC 2019,保加利亞索佐波爾,2019年6月10日至14日,修訂選定論文

Lirkov, Ivan, Margenov, Svetozar

  • 出版商: Springer
  • 出版日期: 2020-02-14
  • 售價: $2,470
  • 貴賓價: 9.5$2,347
  • 語言: 英文
  • 頁數: 636
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030410315
  • ISBN-13: 9783030410315
  • 海外代購書籍(需單獨結帳)

商品描述

This book constitutes revised papers from the 12th International Conference on Large-Scale Scientific Computing, LSSC 2019, held in Sozopol, Bulgaria, in June 2019. The 70 papers presented in this volume were carefully reviewed and selected from 81 submissions. The book also contains two invited talks. The papers were organized in topical sections named as follows: control and optimization of dynamical systems; meshfree and particle methods; fractional diffusion problems: numerical methods, algorithms and applications; pore scale flow and transport simulation; tensors based algorithms and structures in optimization and applications; HPC and big data: algorithms and applications; large-scale models: numerical methods, parallel computations and applications; monte carlo algorithms: innovative applications in conjunctions with other methods; application of metaheuristics to large-scale problems; large scale machine learning: multiscale algorithms and performance guarantees; and contributed papers.

商品描述(中文翻譯)

本書包含了第十二屆國際大型科學計算會議(LSSC 2019)修訂的論文,該會議於2019年6月在保加利亞索佐波爾舉行。本卷中呈現的70篇論文經過仔細審查和選擇,來自81篇投稿。書中還包含了兩篇邀請演講。論文被組織成以下主題部分:動態系統的控制與優化;無網格和粒子方法;分數擴散問題:數值方法、演算法和應用;孔隙尺度流動與傳輸模擬;優化中的張量基演算法和結構及其應用;高效能計算(HPC)與大數據:演算法和應用;大規模模型:數值方法、並行計算和應用;蒙地卡羅演算法:與其他方法結合的創新應用;元啟發式演算法在大規模問題中的應用;大規模機器學習:多尺度演算法和性能保證;以及貢獻論文。

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