Computational Science - Iccs 2020: 20th International Conference, Amsterdam, the Netherlands, June 3-5, 2020, Proceedings, Part II
暫譯: 計算科學 - ICCS 2020:第20屆國際會議,荷蘭阿姆斯特丹,2020年6月3-5日,會議論文集,第二部分

Valeria V. Krzhizhanovskaya , Gábor Závodszky , Michael H. Lees , Jack J. Dongarra , Peter M. A. Sloot , Sérgio Brissos , João Teixeira

  • 出版商: Springer
  • 出版日期: 2020-06-19
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 697
  • 裝訂: Paperback
  • ISBN: 3030504166
  • ISBN-13: 9783030504168
  • 海外代購書籍(需單獨結帳)

商品描述

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: 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 Computational Methods in Artificial Intelligence and Machine Learning; Track of Biomedical and Bioinformatics Challenges for Computer Science

Part IV: Track of Classifier Learning from Difficult Data; Track of Complex Social Systems through the Lens of Computational Science; Track of Computational Health; Track of Computational Methods for Emerging Problems in (Dis-)Information Analysis

Part V: Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems; Track of Computer Graphics, Image Processing and Artificial Intelligence

Part VI: Track of Data Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Meshfree Methods in Computational Sciences; Track of Multiscale Modelling and Simulation; Track of Quantum Computing Workshop

Part VII: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Track of Software Engineering for Computational Science; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Track of UNcErtainty QUantIficatiOn for ComputationAl modeLs

*The conference was canceled due to the COVID-19 pandemic.

商品描述(中文翻譯)

七卷本 LNCS 12137、12138、12139、12140、12141、12142 和 12143 構成了第 20 屆國際計算科學會議(ICCS 2020)的會議論文集,該會議於 2020 年 6 月在荷蘭阿姆斯特丹舉行。*

本書集共收錄了 101 篇論文和 248 篇工作坊論文,這些論文經過仔細審查和選擇,來自 719 篇投稿(230 篇主題軌道投稿和 489 篇工作坊投稿)。論文被組織在以下主題部分中:

第一部分:ICCS 主題軌道
第二部分:ICCS 主題軌道
第三部分:高效能計算地球科學的進展軌道:應用與框架;基於代理的模擬、適應性演算法和求解器的軌道;計算方法在人工智慧和機器學習中的應用軌道;計算科學的生物醫學和生物資訊挑戰軌道

第四部分:從困難數據中學習分類器的軌道;通過計算科學的視角研究複雜社會系統的軌道;計算健康的軌道;針對(不)資訊分析中新興問題的計算方法的軌道

第五部分:計算優化、建模和模擬的軌道;物聯網和智慧系統中的計算科學的軌道;計算機圖形學、影像處理和人工智慧的軌道

第六部分:數據驅動的計算科學的軌道;動態系統的機器學習和數據同化的軌道;計算科學中的無網格方法的軌道;多尺度建模和模擬的軌道;量子計算工作坊的軌道

第七部分:流動和運輸模擬的軌道:建模、演算法和計算;智慧系統的軌道:結合計算機視覺、感測器網絡和機器學習;計算科學的軟體工程的軌道;解決不確定性問題的軌道;教學計算科學的軌道;計算模型的不確定性量化的軌道

*由於 COVID-19 疫情,會議已被取消。

類似商品