Artificial intelligence for science and engineering applications / Shahab D. Mohaghegh.
"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 a...
Saved in:
| Online Access: |
Full Text (via Taylor & Francis) |
|---|---|
| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton FL :
CRC Press,
2024.
|
| Edition: | First edition. |
| Subjects: |
| Summary: | "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"-- |
|---|---|
| Physical Description: | 1 online resource (ix, 125 pages) : color illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781003369356 1003369359 9781040003954 1040003958 9781040003985 1040003982 |
| Source of Description, Etc. Note: | Description based on online resource; title from digital title page (viewed on September 18, 2024). |
| Biographical or Historical Data: | 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). |