Machine Learning Applications in Mechanical Engineering - Tapa blanda

Mustafa, Jiyaul; Hussain, Shahadat; AHMAD, SHAHNAWAZ

 
9783659977282: Machine Learning Applications in Mechanical Engineering
Tapa blanda
ISBN 10: 3659977284 ISBN 13: 9783659977282
Editorial: LAP Lambert Academic Publishing, 2024

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP Lambert Academic Publishing
Año de publicación
2024
Idioma
Inglés
ISBN 10 
3659977284
ISBN 13 
9783659977282
Encuadernación
Tapa blanda
Número de páginas
120
Contacto del fabricante
no disponible
Persona responsable
no disponible