Data-driven stochastic modeling of coarse-grained dynamics with finite-size effects using Langevin regression
From MaRDI portal
Publication:2077596
DOI10.1016/j.physd.2021.133004OpenAlexW3194109538MaRDI QIDQ2077596
Jared L. Callaham, Jordan Snyder, Steven L. Brunton, J. Nathan Kutz
Publication date: 21 February 2022
Published in: Physica D (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2103.16791
Uses Software
Cites Work
- Unnamed Item
- The Kuramoto model in complex networks
- Finite sampling interval effects in Kramers-Moyal analysis
- Collective dynamics of coupled oscillators with random pinning
- Towards a comprehensive theory of brain activity: Coupled oscillator systems under external forces
- From Kuramoto to Crawford: Exploring the onset of synchronization in population of coupled oscillators
- The Fokker-Planck equation. Methods of solutions and applications.
- Intrinsic fluctuations and a phase transition in a class of large populations of interacting oscillators.
- Analysis of data sets of stochastic systems
- Data-driven model reduction, Wiener projections, and the Koopman-Mori-Zwanzig formalism
- Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review
- Adaptive methods for stochastic differential equations via natural embeddings and rejection sampling with memory
- Multistability of phase-locking in equal-frequency Kuramoto models on planar graphs
- Integrability of a globally coupled oscillator array
- Stability Diagram, Hysteresis, and Critical Time Delay and Frequency for the Kuramoto Model with Heterogeneous Interaction Delays
- Model reduction for networks of coupled oscillators
- Chaos in Kuramoto oscillator networks
- Model reduction for the collective dynamics of globally coupled oscillators: From finite networks to the thermodynamic limit
- Synchronization in complex oscillator networks and smart grids
- Chaos in networks of coupled oscillators with multimodal natural frequency distributions
- Chimera states: coexistence of coherence and incoherence in networks of coupled oscillators
- Low dimensional behavior of large systems of globally coupled oscillators
- Long time evolution of phase oscillator systems
- Identical phase oscillators with global sinusoidal coupling evolve by Möbius group action
- Memory Effects in Irreversible Thermodynamics
This page was built for publication: Data-driven stochastic modeling of coarse-grained dynamics with finite-size effects using Langevin regression
