Emerging Frontiers in Nonlinear Science
This book explores the impact of nonlinearity on a broad range of areas, including time-honored fields such as biology, geometry, and topology, but also modern ones such as quantum mechanics, networks, metamaterials and artificial intelligence. The concept of nonlinearity is a universal feature in m...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2020, 2020
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| Edition: | 1st ed. 2020 |
| Series: | Nonlinear Systems and Complexity
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Chapter 1 – Nonlinearity and Biology (Zoi Rapti)
- Chapter 2 - Nonlinearity and Topology (Avadh Saxena, Panayotis G. Kevrekidis, and Jesús Cuevas-Maraver)
- Chapter 3 - Nonlinear Metamaterials (Lei Xu, Mohsen Rahmani, David A. Powell, Dragomir Neshev, Andrey E. Miroshnichenko)
- Chapter 4 - Nonlinearity and discreteness: solitons in lattices (Boris A. Malomed)
- Chapter 5 - Universal relaxation in quantum systems (Kazuya Fujimoto and Masahito Ueda)
- Chapter 6 - Nonlinearity and Networks: A 2020 Vision (Mason A. Porter)
- Chapter 7 - Integrability and Nonlinear Waves (Mark J. Ablowitz)
- Chapter 8 - Nonequilibrium phenomena in nonlinear lattices: from slow relaxation to anomalous transport (Stefano Iubini, Stefano Lepri, Roberto Livi, Antonio Politi, and Paolo Politi)
- Chapter 9 - Nonlinearity, Geometry and Field Theory Solitons (Nicholas S. Manton)
- Chapter 10 - Nonlinear and Novel Phenomena in Non-Hermitian Photonics (Li Ge and Wenjie Wan)
- Chapter 11 - Computational Challenges of Nonlinear Systems (Laurette S. Tuckerman)
- Chapter 12 - Dissipative Systems (Edgar Knobloch)
- Chapter 13 - Synchronization in discrete models (Alexandre Rosas, Daniel Escaff, Katja Lindenberg)
- Chapter 14 – Physics-informed learning machines for partial differential equations: Gaussian processes versus neural network (Guofei Pang and George Em Karniadakis).-Chapter 15- Nonlinear systems for unconventional computing (Kirill P. Kalinin and Natalia G. Berloff).