商品描述
Artificial Intelligence (AI) is defined as the simulation of human intelligence through the mimicking of the human brain for analysis, modeling, and decision making.
Science and engineering problem solving requires modeling of physical phenomena and humans approach the solution of scientific and engineering problems differently from other problems. Artificial Intelligence for Science and Engineering Applications addresses the unique differences in how AI should be developed and used in science and engineering. Through inclusion of definitions and detailed examples, this book covers the actual and realistic requirements as well as avoidance of certain characteristics for the correct and successful science and engineering application of AI. This book:
- Offers a brief history of AI and covers science and engineering applications.
- Explores modeling of physical phenomena using AI.
- Discusses explainable AI (XAI) applications.
- Covers ethics of AI in science and engineering.
- Features real-world case studies.
Offering a probing view into the unique nature of scientific and engineering exploration, this book will be of interest to generalists and experts looking to expand their understanding of how AI can better tackle and advance technology and developments in the scientific and engineering disciplines.
商品描述(中文翻譯)
人工智慧（AI）被定義為通過模擬人類大腦進行分析、建模和決策來模擬人類智能。
科學和工程問題的解決需要對物理現象進行建模，而人類在解決科學和工程問題時與解決其他問題的方法不同。《科學和工程應用中的人工智慧》探討了AI在科學和工程中的開發和應用上的獨特差異。通過提供定義和詳細示例，本書涵蓋了AI在科學和工程應用中的實際需求和避免某些特徵以確保正確和成功的應用。本書包括以下內容：
- 簡要介紹AI的歷史，並探討科學和工程應用。
- 探討使用AI進行物理現象建模。
- 討論可解釋的AI（XAI）應用。
- 探討AI在科學和工程中的倫理問題。
- 提供真實案例研究。
本書深入探討了科學和工程探索的獨特性質，對於希望擴展對AI如何更好地應用於科學和工程領域的一般讀者和專家將具有興趣。
作者簡介
Shahab D. Mohaghegh, a pioneer in the application of Artificial Intelligence and Machine Learning in the Exploration and Production industry, is a Professor of Petroleum and Natural Gas Engineering at West Virginia University, USA, and the president and CEO of Intelligent Solutions, Inc. (ISI). He is the director of WVU-LEADS (Laboratory for Engineering Application of Data Science).
作者簡介(中文翻譯)
Shahab D. Mohaghegh，是在勘探和生產行業應用人工智能和機器學習方面的先驅者，他是美國西維吉尼亞大學石油和天然氣工程學教授，也是Intelligent Solutions, Inc. (ISI)的總裁兼首席執行官。他還是WVU-LEADS（工程應用數據科學實驗室）的主任。
