Code: 51430762

DEEP LEARN METHOD MATHE PHY (V1)

Name: DEEP LEARN METHOD MATHE PHY (V1)
Brand: World Scientific Publishing Co Pte Ltd
SKU: 51430762
Price: 88.70 EUR
Availability: InStock
Author: CALIN OVIDIU
ISBN: 9789819827923

by CALIN OVIDIU

This book explores how Artificial Intelligence and Deep Learning are transforming Mathematical Physics, offering modern data-driven tools where traditional analytical and numerical methods fall short. As physical systems grow more ... more

Language: English
Binding: Paperback
Number of pages: 554
Publisher: World Scientific Publishing Co Pte Ltd, 2026
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Book synopsis

This book explores how Artificial Intelligence and Deep Learning are transforming Mathematical Physics, offering modern data-driven tools where traditional analytical and numerical methods fall short. As physical systems grow more complex or chaotic, deep learning provides efficient surrogates and physics-informed models capable of capturing dynamics and uncovering governing laws directly from data.

This book introduces Neural ODEs, Physics-Informed Neural Networks (PINNs), and Hamiltonian and Lagrangian Neural Networks, showing how they enhance classical mechanics and PDE solvers for both forward and inverse problems. With Keras code examples, Google Colab notebooks, and practical exercises, this book serves researchers and students in physics, mathematics, and engineering seeking a concise, hands-on guide to applying deep learning in physical systems.