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Computational Differential Equations with AI: Modern Machine Learning Approaches - Synthesis Lectures on Mathematics & Statistics Snehashish Chakraverty
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Computational Differential Equations with AI: Modern Machine Learning Approaches - Synthesis Lectures on Mathematics & Statistics
Snehashish Chakraverty
This book provides cutting-edge machine learning (ML) methods, including Physics-Informed Neural Networks (PINNs), Neural Operators, and other ML methods, for solving ordinary differential equations (ODEs), partial differential equations (PDEs), and stochastic systems.
| Media | Books Hardcover Book (Book with hard spine and cover) |
| To be released | October 14, 2026 |
| ISBN13 | 9783032225733 |
| Publishers | Springer Nature Switzerland AG |
| Pages | 132 |
| Dimensions | 150 × 220 × 20 mm · 299 g (Weight (estimated)) |
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