DEEP LEARNING METHODS OF MATHEMATICAL PHYSICS - VOLUME II: HOLONOMIC, NONHOLONOMIC AND STOCHASTIC DYNAMICS (Paperback)
Language: English
Published by World Scientific Publishing Co Pte Ltd, Singapore, 2026
- Softcover
- New
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
AbeBooks seller since October 12, 2005
Condition: New
£ 88.57
Quantity: 1 available
Add to basketItem description from seller
Paperback. This book explores how Artificial Intelligence and Deep Learning are advancing Mathematical Physics by providing powerful computational tools for systems governed by geometric constraints, stochastic processes, thermodynamics, and complex differential equations. Extending the foundations established in Volume I, it presents modern data-driven and physics-informed approaches for modeling nonlinear dynamics, discovering hidden structures, and solving challenging direct and inverse problems where classical methods become computationally demanding.This book introduces manifold and distribution learning, Physics-Informed Neural Networks (PINNs), variational and structure-preserving neural networks, and thermodynamics-informed models, demonstrating how they preserve geometric and physical principles while solving complex mathematical problems. Covering holonomic and nonholonomic mechanics, Hamiltonian systems, chemical kinetics, generalized solutions of differential equations, and stochastic dynamical systems, it combines mathematical theory with computational experiments, Keras code examples, Google Colab notebooks, and practical exercises. Serving as both an introduction to emerging research directions and a hands-on guide, this book is intended for graduate students, researchers, and practitioners in mathematics, physics, engineering, and computer science seeking advanced applications of Deep Learning in Mathematical Physics. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9789819841240
- Title
- DEEP LEARNING METHODS OF MATHEMATICAL PHYSICS - VOLUME II: HOLONOMIC, NONHOLONOMIC AND STOCHASTIC DYNAMICS (Paperback)
- Author
- Ovidiu Calin
- Publisher
- World Scientific Publishing Co Pte Ltd, Singapore
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 9819841240
- ISBN 13
- 9789819841240
"Synopsis" may belong to another edition of this title.
Grand Eagle Retail
Bensenville, IL, U.S.A.
AbeBooks seller since October 12, 2005
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