Computational Science - Iccs 2025 Workshops: 25th International Conference, Singapore, Singapore, July 7-9, 2025, Proceedings, Part VI
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，會議錄，第六部分
Paszynski, Maciej, Barnard, Amanda S., Zhang, Yongjie Jessica
- 出版商: Springer
- 出版日期: 2025-07-04
- 售價: $2,970
- 貴賓價: 9.5 折 $2,822
- 語言: 英文
- 頁數: 356
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031975723
- ISBN-13: 9783031975721
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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：
卷一：
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。
卷二：
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。
卷三：
計算科學與人工智慧以公平地應對複雜和動態的社會挑戰；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。
卷四：
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。
卷五：
（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。
卷六：
智能系統：整合計算機視覺、感測器網絡與人工智慧；解決不確定性問題；以及教授計算科學。
