Computational Science - Iccs 2025 Workshops: 25th International Conference, Singapore, Singapore, July 7-9, 2025, Proceedings, Part V
暫譯: 計算科學 - ICCS 2025 研討會：第25屆國際會議，新加坡，2025年7月7-9日，會議紀錄，第五部分

Paszynski, Maciej, Barnard, Amanda S., Zhang, Yongjie Jessica

Computational Science - Iccs 2025 Workshops: 25th International Conference, Singapore, Singapore, July 7-9, 2025, Proceedings, Part V
  • 出版商: Springer
  • 出版日期: 2025-07-05
  • 售價: $3,100
  • 貴賓價: 9.5 折 $2,945
  • 語言: 英文
  • 頁數: 404
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031975693
  • ISBN-13: 9783031975691

    • 海外代購書籍(需單獨結帳)

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商品描述

The 6-volume set constitutes the workshop proceedings of the 25th International Conference on Computational Science, ICCS 2025, which took place in Singapore, Singapore, during July 7-9, 2025.

The 137 full papers and 32 short papers presented in these proceedings were carefully reviewed and selected from 322 submissions. The papers are organized in the following topical sections:

Volume I:

Advances in high-performance computational earth sciences: numerical methods, frameworks & applications; artificial intelligence approaches for network analysis; artificial intelligence and high-performance computing for advanced simulations; and biomedical and bioinformatics challenges for computer science.

Volume II:

Computational health; computational modeling and artificial intelligence for social systems; and computational optimization, modelling and simulation.

Volume III:

Computational science and AI for addressing complex and dynamic societal challenges equitably; computer graphics, image processing and artificial intelligence; computing and data science for materials discovery and design; and large language models and intelligent decision-making within the digital economy.

Volume IV:

Machine learning and data assimilation for dynamical systems; and multi-criteria decision-making: methods, applications, and innovations.

Volume V:

(Credible) Multiscale modelling and simulation; numerical algorithms and computer arithmetic for computational science; quantum computing; retrieval-augmented generation; and simulations of flow and transport: modeling, algorithms and computation.

Volume VI:

Smart systems: bringing together computer vision, sensor networks and artificial intelligence; solving problems with uncertainty; and teaching computational science.

商品描述(中文翻譯)

這六卷書籍是第25屆國際計算科學會議（ICCS 2025）的研討會論文集，會議於2025年7月7日至9日在新加坡舉行。

這些論文集中共收錄了137篇完整論文和32篇短文，這些論文經過仔細審查和選擇，來自322篇投稿。論文按以下主題部分組織：

第一卷：
高效能計算地球科學的進展：數值方法、框架與應用；用於網絡分析的人工智慧方法；用於高級模擬的人工智慧與高效能計算；以及計算科學中的生物醫學與生物資訊挑戰。

第二卷：
計算健康；社會系統的計算建模與人工智慧；以及計算優化、建模與模擬。

第三卷：
計算科學與人工智慧應對複雜且動態的社會挑戰；計算機圖形學、影像處理與人工智慧；材料發現與設計的計算與數據科學；以及數位經濟中的大型語言模型與智能決策。

第四卷：
動態系統的機器學習與數據同化；以及多準則決策：方法、應用與創新。

第五卷：
（可信的）多尺度建模與模擬；計算科學的數值算法與計算機算術；量子計算；檢索增強生成；以及流動與運輸的模擬：建模、算法與計算。

第六卷：
智能系統：整合計算機視覺、傳感器網絡與人工智慧；解決不確定性問題；以及教授計算科學。

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