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portada Deep Learn Method Mathe Phy (V1)
Type
Physical Book
Publisher
Author
Language
English
Pages
550
Format
Hardcover
Dimensions
22.9x15.2x3 cm
ISBN13
9789819827237

Deep Learn Method Mathe Phy (V1)

Calin Ovidiu (Author) · World Scientific Publishing Company · Hardcover

Deep Learn Method Mathe Phy (V1) - Calin Ovidiu

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Synopsis "Deep Learn Method Mathe Phy (V1)"

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.

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The book is written in English.

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The binding of this edition is Hardcover.

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