{"product_id":"deep-learn-method-mathe-phy-calin-ovidiu-9789819827923","title":"Deep Learn Method Mathe Phy (V1)","description":"\u003cp\u003eThis book \u003cstrong\u003eexplores how Artificial Intelligence and Deep Learning are transforming Mathematical Physics\u003c\/strong\u003e, 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.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book introduces \u003cstrong\u003eNeural ODEs, Physics-Informed Neural Networks (PINNs), and Hamiltonian and Lagrangian Neural Networks\u003c\/strong\u003e, showing how they enhance classical mechanics and PDE solvers for both forward and inverse problems. With \u003cstrong\u003eKeras code examples, Google Colab notebooks, and practical exercises\u003c\/strong\u003e, this book serves researchers and students in physics, mathematics, and engineering seeking a concise, hands-on guide to applying deep learning in physical systems.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Calin Ovidiu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9819827922\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789819827923\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e World Scientific Publishing Company\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/08\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 550\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.61lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 1.12d","brand":"Calin Ovidiu","offers":[{"title":"Paperback","offer_id":48447398543615,"sku":"9789819827923","price":88.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c4cb64bd-f96d-4c3f-9a3a-b65b8343b367.jpg?v=1777230844","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learn-method-mathe-phy-calin-ovidiu-9789819827923","provider":"WR Book House","version":"1.0","type":"link"}