Data-driven Modelling and Scientific Machine Learning in Continuum Physics / / by Krishna Garikipati
| Data-driven Modelling and Scientific Machine Learning in Continuum Physics / / by Krishna Garikipati |
| Autore | Garikipati Krishna |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (233 pages) |
| Disciplina | 003.3 |
| Collana | Interdisciplinary Applied Mathematics |
| Soggetto topico |
Mathematical models
Artificial intelligence - Data processing Machine learning Mathematical Modeling and Industrial Mathematics Data Science Machine Learning Aprenentatge automàtic Teoria de camps (Física) Xarxes neuronals (Informàtica) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031620294
9783031620287 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. Introduction and Background in Continuum Materials Physics -- Introduction -- Nonlinear Elasticity -- Phase Field Methods -- Part II. Solving Partial Differential Equations -- Finite Element Methods -- Part III. Data-driven Modelling and Scientific Machine Learning -- Reduced Order Models: Numerical Homogenization for the Elastic Response of Material Microstructures -- Surrogate Optimization -- Graph Theoretic Methods -- Scale Bridging -- Inverse Modeling and System Inference from Data -- Machine Learning Solvers of Partial Differential Equations -- An Outlook on Scientific Machine Learning in Continuum Physics -- References. |
| Record Nr. | UNINA-9910878054203321 |
Garikipati Krishna
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2024 | ||
| Lo trovi qui: Univ. Federico II | ||
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The European physical journal . C Particles and fields
| The European physical journal . C Particles and fields |
| Pubbl/distr/stampa | Heidelberg, : Springer-Verlag Heidelberg, c1998- |
| Disciplina | 530.05 |
| Soggetto topico |
Particles (Nuclear physics)
Field theory (Physics) Nuclear physics Particules (Physique nucléaire) Champs, Théorie des (Physique) 33.50 physics of elementary particles and fields: general Partícules (Física nuclear) Física nuclear Camps, Teoria dels (Física) Física de partícules Teoria de camps (Física) |
| Soggetto genere / forma | Revistes electròniques. |
| ISSN | 1434-6052 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996200957703316 |
| Heidelberg, : Springer-Verlag Heidelberg, c1998- | ||
| Lo trovi qui: Univ. di Salerno | ||
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Knotted Fields / / edited by Renzo L. Ricca, Xin Liu
| Knotted Fields / / edited by Renzo L. Ricca, Xin Liu |
| Autore | Ricca Renzo L |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (355 pages) |
| Disciplina | 516 |
| Altri autori (Persone) | LiuXin |
| Collana | Lecture Notes in Mathematics |
| Soggetto topico |
Geometry
Topology Teoria de camps (Física) Teoria de nusos |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031579851
9783031579844 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | - A Topological Approach to Vortex Knots and Links -- From Knot Invariants to Knot Dynamics -- Multi-Valued Potentials in Topological Field Theory -- Excitable and Magnetic Knots -- Spiral Waves in Excitable Media: Seifert Framing and Helicity -- Designing Knotted Fields in Light and Electromagnetism -- Tangled Vortex Lines: Dynamics, Geometry and Topology of Quantum Turbulence -- An Introduction to Knotplot -- Using the Homflypt Polynomial to Compute Knot Types. |
| Record Nr. | UNINA-9910866582803321 |
Ricca Renzo L
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical Modelling of Continuum Physics [[electronic resource] /] / by Angelo Morro, Claudio Giorgi
| Mathematical Modelling of Continuum Physics [[electronic resource] /] / by Angelo Morro, Claudio Giorgi |
| Autore | Morro Angelo |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2023 |
| Descrizione fisica | 1 online resource (XIX, 1009 p. 48 illus., 1 illus. in color.) |
| Disciplina | 003.3 |
| Collana | Modeling and Simulation in Science, Engineering and Technology |
| Soggetto topico |
Mathematical models
Physics Mathematical Modeling and Industrial Mathematics Classical and Continuum Physics Teoria de camps (Física) Models matemàtics |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-031-20814-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Basic Principles and Balance Equations -- Kinematics -- Balance Equations -- Part II: Constitutive Models of Simple Materials -- Generalities on Constitutive Methods -- Solids -- Fluids -- Part III: Non-Simple Materials -- Rate-Type Models -- Materials with Memory -- Aging and Higher-Order Grade Materials -- Mixtures -- Micropolar Media -- Porous Materials -- Electromagnetism of Continuous Media -- Hysteresis and Phase Transitions -- Plasticity -- Superconductivity and Superfluidity -- Ferroics -- Phase Transitions -- Appendix: Notes on Vectors and Tensors. |
| Record Nr. | UNINA-9910682550303321 |
Morro Angelo
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| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2023 | ||
| Lo trovi qui: Univ. Federico II | ||
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Zeitschrift für Physik . C Particles and fields / / unter Mitwirkung der Deutschen Physikalischen Gesellschaft
| Zeitschrift für Physik . C Particles and fields / / unter Mitwirkung der Deutschen Physikalischen Gesellschaft |
| Pubbl/distr/stampa | Berlin, : Springer-Verlag, -c1997 |
| Descrizione fisica | 1 online resource |
| Disciplina | 539.7/21 |
| Soggetto topico |
Particles (Nuclear physics)
Field theory (Physics) Particules (Physique nucléaire) Champs de jauge (Physique) 33.50 physics of elementary particles and fields: general Física nuclear Teoria de camps (Física) Física de partícules |
| Soggetto genere / forma | Revistes electròniques. |
| ISSN | 1431-5858 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910481985603321 |
| Berlin, : Springer-Verlag, -c1997 | ||
| Lo trovi qui: Univ. Federico II | ||
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