February 2025
Intermediate to advanced
512 pages
13h 16m
English
book
Generative Artificial Intelligence in Finance
by Pethuru Raj Chelliah, Pushan Kumar Dutta, Abhishek Kumar, Ernesto D. R. Santibanez Gonzalez, Mohit Mittal, Sachin Kumar Gupta
Content preview from Generative Artificial Intelligence in Finance
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17AI-Driven Generative Design Redefines the Engineering Process
Harpreet Kaur Channi1*, Amritjot Kaur1 and Surinder Kaur2
1Department of Electrical Engineering, Chandigarh University, Mohali, Punjab, India
2Department of Fashion Designing, Guru Nanak Dev Girls College, Ludhiana, Punjab, India
Abstract
Generative artificial intelligence (AI) for product design and engineering revolutionizes traditional approaches by leveraging advanced algorithms to create and optimize designs autonomously. This transformative technology is rooted in machine learning, enabling the generation of diverse design alternatives based on specified parameters and constraints. By understanding user preferences, material specifications, and performance requirements, generative AI streamlines the product development process, offering unparalleled efficiency and innovation.
This paradigm shift empowers designers and engineers to explore a vast design space rapidly, uncovering unconventional solutions that may be overlooked using conventional methods. Generative AI enhances creativity by proposing novel design concepts, encouraging iterative refinement, and ultimately fostering a collaborative synergy between human expertise and algorithmic intelligence. Furthermore, it accelerates time-to-market and reduces costs by automating repetitive tasks, allowing teams to focus on high-level decision-making and creative aspects. The adaptability of generative AI spans various industries, from automotive and aerospace ...
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