Artificial Intelligence for Computational Fluid Dynamics
暫譯: 計算流體力學中的人工智慧
Ahmad, Kamarul Arifin, Jawaid, Mohammad, Singh, Balbir
- 出版商: Academic Press
- 出版日期: 2026-01-29
- 售價: $8,790
- 貴賓價: 9.5 折 $8,350
- 語言: 英文
- 頁數: 584
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443291187
- ISBN-13: 9780443291180
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相關分類:
Machine Learning
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相關主題
商品描述
Artificial Intelligence for Computational Fluid Dynamics offers a groundbreaking exploration of how high-performance computing and artificial intelligence (AI) revolutionize computational fluid dynamics (CFD). Designed for students and researchers alike, this book consolidates information on machine learning, deep learning, and neural networking, demonstrating their transformative potential in CFD. With an emphasis on both the current state of the field and future possibilities, the text serves as a vital resource for anyone looking to understand and leverage AI in fluid dynamics. This work not only educates but also inspires innovation within a rapidly evolving scientific landscape. The book delves into future research directions, aligning with the newly amended CFD vision for 2030, and underscores the importance of continued development. It introduces scientific tools and software integral to AI-driven CFD applications, ensuring that readers gain practical knowledge alongside theoretical insights. Authored by renowned experts with extensive teaching and research experience, this work stands at the intersection of cutting-edge technology and academic rigor, making it an indispensable reference for anyone in the field.
商品描述(中文翻譯)
《計算流體力學的人工智慧》提供了一個開創性的探索,說明高效能計算和人工智慧(AI)如何徹底改變計算流體力學(CFD)。本書旨在為學生和研究人員提供資訊,整合了機器學習、深度學習和神經網絡的相關知識,展示它們在CFD中的變革潛力。文本強調了該領域的現狀及未來的可能性,成為任何希望理解和利用AI於流體力學的人的重要資源。本書不僅提供教育,還激發了在快速演變的科學環境中的創新。
本書深入探討未來的研究方向,與2030年新修訂的CFD願景相一致,並強調持續發展的重要性。它介紹了與AI驅動的CFD應用密切相關的科學工具和軟體,確保讀者在獲得理論見解的同時,也能獲得實用知識。由擁有豐富教學和研究經驗的知名專家撰寫,本書位於尖端技術與學術嚴謹之間,成為該領域不可或缺的參考資料。