Computational Science - Iccs 2024: 24th International Conference, Malaga, Spain, July 2-4, 2024, Proceedings, Part IV
Franco, Leonardo, de Mulatier, Clélia, Paszynski, Maciej
- 出版商: Springer
- 出版日期: 2024-06-29
- 售價: $3,120
- 貴賓價: 9.5 折 $2,964
- 語言: 英文
- 頁數: 398
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031637712
- ISBN-13: 9783031637711
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商品描述
The 7-volume set LNCS 14832 - 14838 constitutes the proceedings of the 24th International Conference on Computational Science, ICCS 2024, which took place in Malaga, Spain, during July 2-4, 2024.
The 155 full papers and 70 short papers included in these proceedings were carefully reviewed and selected from 430 submissions.
They were organized in topical sections as follows:
Part I: ICCS 2024 Main Track Full Papers;
Part II: ICCS 2024 Main Track Full Papers;
Part III: ICCS 2024 Main Track Short Papers; Advances in High-Performance Computational Earth Sciences: Numerical Methods, Frameworks and Applications; Artificial Intelligence and High-Performance Computing for Advanced Simulations;
Part IV: Biomedical and Bioinformatics Challenges for Computer Science; Computational Health;
Part V: Computational Optimization, Modelling, and Simulation; Generative AI and Large Language Models (LLMs) in Advancing Computational Medicine; Machine Learning and Data Assimilation for Dynamical Systems; Multiscale Modelling and Simulation;
Part VI: Network Models and Analysis: From Foundations to Artificial Intelligence; Numerical Algorithms and Computer Arithmetic for Computational Science; Quantum Computing;
Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks, and Artificial Intelligence; Solving Problems with Uncertainties; Teaching Computational Science
商品描述(中文翻譯)
7卷的LNCS 14832 - 14838是第24屆國際計算科學會議(ICCS 2024)的會議論文集,該會議於2024年7月2日至4日在西班牙馬拉加舉行。
這些會議論文集包含155篇完整論文和70篇短文,這些論文是從430篇投稿中經過仔細審查和選拔而來。
論文被組織成以下主題部分:
第一部分:ICCS 2024主要軌道完整論文;
第二部分:ICCS 2024主要軌道完整論文;
第三部分:ICCS 2024主要軌道短文;高效能計算地球科學的進展:數值方法、框架和應用;人工智慧與高效能計算在先進模擬中的應用;
第四部分:計算機科學的生物醫學與生物資訊挑戰;計算健康;
第五部分:計算優化、建模與模擬;生成式AI與大型語言模型(LLMs)在推進計算醫學中的應用;動態系統的機器學習與數據同化;多尺度建模與模擬;
第六部分:網絡模型與分析:從基礎到人工智慧;計算科學的數值算法與計算機算術;量子計算;
第七部分:流動與運輸的模擬:建模、算法與計算;智能系統:結合計算機視覺、傳感器網絡與人工智慧;解決不確定性問題;教學計算科學。