Cover Image

Hybrid Adaptive Modeling using Neural Networks Trained with Nonlinear Dynamics Based Features

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Zihan, Kambali, Prashant N., Nataraj, C.
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Adaptation and Self-Organizing Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adaptive control of recurrent neural networks using conceptors
by: Pourcel, Guillaume, et al.
Published: (2024)

A Dynamical Systems Perspective on the Analysis of Neural Networks
by: Chemnitz, Dennis, et al.
Published: (2025)

ReLaX-Net: Reusing Layers for Parameter-Efficient Physical Neural Networks
by: Tsuchiyama, Kohei, et al.
Published: (2025)

Learn one size to infer all: Exploiting translational symmetries in delay-dynamical and spatio-temporal systems using scalable neural networks
by: Goldmann, Mirko, et al.
Published: (2021)

Online Physics-Informed Dynamic Mode Decomposition: Theory and Applications
by: Chen, Biqi, et al.
Published: (2024)

Delay-Controlled Heterogeneous Nucleation in Adaptive Dynamical Networks
by: Anand, R., et al.
Published: (2026)

Adaptive Physics-Informed System Modeling with Control for Nonlinear Structural System Estimation
by: Chen, Biqi, et al.
Published: (2025)

Online Meal Detection Based on CGM Data Dynamics
by: Tavasoli, Ali, et al.
Published: (2025)

Learning Dynamic Stability Landscapes in Synchronization Networks
by: Nauck, Christian, et al.
Published: (2026)

Mathematical Models for Self-Adaptive Response to Cancer Dynamics
by: Kuehn, Christian
Published: (2025)

Frustration-Induced Collective Dynamical States in Pulse-Coupled Adaptive Winfree Networks
by: Anand, R., et al.
Published: (2026)

Neural Networks as Spin Models: From Glass to Hidden Order Through Training
by: Barney, Richard, et al.
Published: (2024)

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks
by: Pradhan, Priodyuti, et al.
Published: (2025)

Self-induced stochastic resonance: A physics-informed machine learning approach
by: Savaliya, Divyesh, et al.
Published: (2025)

Fold Bifurcation Identification through Scientific Machine Learning
by: Habib, Giuseppe, et al.
Published: (2023)

Spatiotemporal System Forecasting with Irregular Time Steps via Masked Autoencoder
by: Zhu, Kewei, et al.
Published: (2026)

Plateaus, Optima, and Overfitting in Multi-Layer Perceptrons: A Saddle-Saddle-Attractor Scenario
by: Maleknia, Alex Alì, et al.
Published: (2026)

Disparity Driven Heterogeneous Nucleation in Finite-Size Adaptive Networks
by: Yadav, Akash, et al.
Published: (2024)

Nonlinear Economic State Equilibria via van der Waals Modeling
by: Hongler, Max-Olivier, et al.
Published: (2024)

Symbolic Regression of Dynamic Network Models
by: Gandhi, Govind
Published: (2023)

Scalable Physics-Informed Neural Differential Equations and Data-Driven Algorithms for HVAC Systems
by: Zhai, Hanfeng, et al.
Published: (2026)

Multiple Timescale Dynamics of Network Adaptation with Constraints
by: Martens, Erik Andreas, et al.
Published: (2025)

Hebbian Physics Networks: A Self-Organizing Computational Architecture Based on Local Physical Laws
by: Auti, Gunjan, et al.
Published: (2025)

Emergent E-I Structure in Performance-Evolved Reservoir Networks of Neuronal Population Dynamics
by: Yadav, Manish
Published: (2026)

Phase Transitions in a Particle Model for the Self-Adaptive Response to Cancer Dynamics
by: Kuehn, Christian, et al.
Published: (2025)

Hybrid data-driven and physics-informed regularized learning of cyclic plasticity with Neural Networks
by: Hildebrand, Stefan, et al.
Published: (2024)

Network stochastic resonance under higher-order interactions
by: Wang, Zheng, et al.
Published: (2025)

Time-Delayed Dynamics in Regular Kuramoto Networks with Inertia: Multistability, Traveling Waves, Chimera States, and Transitions to Seizure-Like Activity
by: Mahdavi, Esmaeil, et al.
Published: (2025)

Self-Organization to the Edge of Ergodicity Breaking in a Complex Adaptive System
by: Lesmana, Nixie Sapphira, et al.
Published: (2026)

Frequency Heterogeneity can Promote Order yet Undermine Stability in Kuramoto Networks with Higher-Order Interactions
by: Wang, Zheng, et al.
Published: (2026)

Wave Turbulence and Cortical Dynamics
by: Cooray, Gerald Kaushallye
Published: (2025)

Dynamical robustness of network of oscillators
by: Majhi, Soumen, et al.
Published: (2024)

Dynamics of Unemployment with Discouraged Workers: A Nonlinear Mathematical Model
by: Das, Poushali, et al.
Published: (2026)

Designable Dynamical Systems for the Generalized Landau Scenario and the Nonlinear Complexification of Periodic Orbits
by: Herrero, R., et al.
Published: (2021)

A Framework for Synthetic Power System Dynamics
by: Büttner, Anna, et al.
Published: (2023)

Dynamical phase transitions in postictal generalized EEG suppression
by: Dutta, Subhasanket, et al.
Published: (2025)

Cluster-Mediated Synchronization Dynamics in Globally Coupled Oscillators with Inertia
by: Kim, Cook Hyun, et al.
Published: (2025)

Dynamics of oscillator populations globally coupled with distributed phase shifts
by: Smirnov, Lev A., et al.
Published: (2023)

Transient Reviving Dynamics with an Exact Solution for Delay Differential Equations
by: Ohira, Kenta, et al.
Published: (2023)

Dynamic link switching induces stable synchronized states in sparse networks
by: Eser, Muhittin Cenk, et al.
Published: (2025)