Computational Science - Iccs 2020: 20th International Conference, Amsterdam, the Netherlands, June 3-5, 2020, Proceedings, Part VI
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，第六部分

Krzhizhanovskaya, Valeria V., Závodszky, Gábor, Lees, Michael H.

Computational Science - Iccs 2020: 20th International Conference, Amsterdam, the Netherlands, June 3-5, 2020, Proceedings, Part VI
  • 出版商: Springer
  • 出版日期: 2020-06-20
  • 售價: $2,410
  • 貴賓價: 9.5 折 $2,290
  • 語言: 英文
  • 頁數: 667
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030504328
  • ISBN-13: 9783030504328

    • 海外代購書籍(需單獨結帳)

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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: 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

商品描述(中文翻譯)

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

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（主題軌道 230 篇投稿和工作坊 489 篇投稿）。論文被組織成以下主題部分：

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：應用與框架；基於代理的模擬、自適應演算法和求解器；計算方法在人工智慧和機器學習中的應用；計算科學面臨的生物醫學和生物資訊挑戰

第四部分：從困難數據中學習分類器；透過計算科學的視角看複雜社會系統；計算健康；針對（不）資訊分析的新興問題的計算方法

第五部分：計算優化、建模與模擬；物聯網和智慧系統中的計算科學；計算機圖形學、影像處理和人工智慧

第六部分：數據驅動的計算科學；動態系統的機器學習和數據同化；計算科學中的無網格方法；多尺度建模與模擬；量子計算工作坊

第七部分：流動與運輸的模擬：建模、演算法與計算；智慧系統：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；解決不確定性問題；教學計算科學；計算模型的不確定性量化

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