Jokeit Moritz (24 results)
Deep Learning in Computational Mechanics
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
Seller: Basi6 International, Irving, TX, U.S.A.Basi6 International
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Deep Learning in Computational Mechanics
Stefan Kollmannsberger, Davide D'Angella, Moritz Jokeit, Leon Herrmann
Language: English
Published by Springer Nature Switzerland AG, CH, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
Seller: Rarewaves.com USA, London, LONDO, United KingdomRarewaves.com USA
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Paperback. Condition: New. 2021 ed. This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning's fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, settin…g the stage for the book's main topics: physics-informed neural networks and the deep energy method.The idea of the book is to provide the basic concepts in a mathematically sound manner and yet to stay as simple as possible. To achieve this goal, mostly one-dimensional examples are investigated, such as approximating functions by neural networks or the simulation of the temperature's evolution in a one-dimensional bar.Each chapter contains examples and exercises which are either solved analytically or in PyTorch, an open-source machine learning framework for python.
Deep Learning in Computational Mechanics: An Introductory Course (Studies in Computational Intelligence)
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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Deep Learning in Computational Mechanics: An Introductory Course (Studies in Computational Intelligence)
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
Seller: Books Puddle, New York, NY, U.S.A.Books Puddle
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Condition: New. 1st ed. 2021 edition NO-PA16APR2015-KAP.
Deep Learning in Computational Mechanics : An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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Deep Learning in Computational Mechanics
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: Basi6 International, Irving, TX, U.S.A.Basi6 International
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Deep Learning in Computational Mechanics
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: PBShop.store US, Wood Dale, IL, U.S.A.PBShop.store US
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HRD. Condition: New. New Book. Shipped from UK. Established seller since 2000.
Deep Learning in Computational Mechanics : An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
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Deep Learning in Computational Mechanics : An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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Deep Learning in Computational Mechanics: An Introductory Course
Herrmann, Leon Leon Herrmann, Moritz Jokeit, Oliver Weeger, Stefan Kollmannsberger,
- Hardcover
Seller: Chiron Media, Wallingford, United KingdomChiron Media
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hardcover. Condition: New.
Deep Learning in Computational Mechanics : An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
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Deep Learning in Computational Mechanics: An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: Books Puddle, New York, NY, U.S.A.Books Puddle
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Condition: New. Second Edition 2025 NO-PA16APR2015-KAP.
Deep Learning in Computational Mechanics
Stefan Kollmannsberger, Davide D'Angella, Moritz Jokeit, Leon Herrmann
Language: English
Published by Springer Nature Switzerland AG, CH, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
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US$ 84.35
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Paperback. Condition: New. 2021 ed.
Deep Learning in Computational Mechanics: An Introductory Course
Herrmann, Leon/ Jokeit, Moritz/ Weeger, Oliver/ Kollmannsberger, Stefan
- Hardcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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US$ 158.30
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Hardcover. Condition: Brand New. 2nd pck har/ edition. 500 pages. 9.26x6.11x6.30 inches. In Stock.
Deep Learning in Computational Mechanics
Leon Herrmann, Moritz Jokeit, Oliver Weeger, Stefan Kollmannsberger
Language: English
Published by Springer International Publishing AG, CH, 2025
- Hardcover
Seller: Rarewaves.com USA, London, LONDO, United KingdomRarewaves.com USA
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Hardback. Condition: New. Second Edition 2025. This book provides a first course without requiring prerequisite knowledge. Fundamental concepts of machine learning are introduced before explaining neural networks. With this knowledge, prominent topics in deep learning for simulation are explored. These include surrogate modeling…, physics-informed neural networks, generative artificial intelligence, Hamiltonian/Lagrangian neural networks, input convex neural networks, and more general machine learning techniques.The idea of the book is to provide basic concepts as simple as possible but in a mathematically sound manner. Starting point are one-dimensional examples including elasticity, plasticity, heat evolution, or wave propagation. The concepts are then expanded to state-of-the-art applications in material modeling, generative artificial intelligence, topology optimization, defect detection, and inverse problems.
Deep Learning in Computational Mechanics
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
Seller: moluna, Greven, Germanymoluna
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Deep Learning in Computational Mechanics: An Introductory Course
Herrmann, Leon/ Jokeit, Moritz/ Weeger, Oliver/ Kollmannsberger, Stefan
- Hardcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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US$ 199.79
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Hardcover. Condition: Brand New. 2nd pck har/ edition. 500 pages. 9.26x6.11x6.30 inches. In Stock.
Deep Learning in Computational Mechanics
Leon Herrmann, Moritz Jokeit, Oliver Weeger, Stefan Kollmannsberger
Language: English
Published by Springer International Publishing AG, CH, 2025
- Hardcover
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
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Hardback. Condition: New. Second Edition 2025.
Deep Learning in Computational Mechanics
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
- Print on Demand
Seller: PBShop.store US, Wood Dale, IL, U.S.A.PBShop.store US
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
Deep Learning in Computational Mechanics
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
- Print on Demand
Seller: PBShop.store UK, Fairford, GLOS, United KingdomPBShop.store UK
Contact seller5-star sellerCondition: New
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PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
Deep Learning in Computational Mechanics: An Introductory Course (Studies in Computational Intelligence)
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
- Print on Demand
Seller: Majestic Books, Hounslow, United KingdomMajestic Books
Contact seller4-star sellerCondition: New
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Deep Learning in Computational Mechanics: An Introductory Course (Studies in Computational Intelligence)
Kollmannsberger, Stefan; D'Angella, Davide; Jokeit, Moritz; Herrmann, Leon
Language: English
Published by Springer, 2022
Series: Book 481 of 538 - Studies in Computational Intelligence
- Softcover
- Print on Demand
Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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Deep Learning in Computational Mechanics: An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
- Print on Demand
Seller: Majestic Books, Hounslow, United KingdomMajestic Books
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Deep Learning in Computational Mechanics: An Introductory Course
Herrmann, Leon; Jokeit, Moritz; Weeger, Oliver; Kollmannsberger, Stefan
- Hardcover
- Print on Demand
Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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