Machine Learning Applications in Mechanical Engineering - Brossura

Mustafa, Jiyaul; Ahmad, Shahnawaz; Hussain, Shahadat

 
9783659977282: Machine Learning Applications in Mechanical Engineering
Brossura
ISBN 10: 3659977284 ISBN 13: 9783659977282
Casa editrice: LAP LAMBERT Academic Publishing, 2024

Sinossi

Machine Learning Applications in Mechanical Engineering is a comprehensive guide exploring the transformative role of machine learning (ML) across key domains in mechanical engineering. It combines theoretical insights and practical applications to address design optimization, predictive maintenance, robotics, material discovery, and energy systems, making it invaluable for students, researchers, and professionals.The book begins with an introduction to ML, highlighting its relevance and challenges in mechanical engineering. It explores learning models like supervised, unsupervised, and semi-supervised learning, alongside neural networks, Bayesian techniques, and support vector machines. Chapters delve into ML-driven innovations in material design, predictive maintenance, and meta surface optimization, showcasing tools like deep learning and generative models.This book equips readers to leverage ML in tackling engineering challenges, paving the way for intelligent, data-driven solutions in mechanical engineering.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
3659977284
ISBN 13 
9783659977282
Rilegatura
Copertina flessibile
Numero di pagine
120
Contatto del produttore
non disponibile
Persona responsabile
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