Federated Nonlinear System Identification
Fuente:
arXiv
Saved in:
| Main Authors: | Tupe, Omkar, Hartman, Max, Varshney, Lav R., Prakash, Saurav |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SparseJEPA: Sparse Representation Learning of Joint Embedding Predictive Architectures
by: Hartman, Max, et al.
Published: (2025)
by: Hartman, Max, et al.
Published: (2025)
Baseline Results for Selected Nonlinear System Identification Benchmarks
by: Champneys, Max D., et al.
Published: (2024)
by: Champneys, Max D., et al.
Published: (2024)
Energy-Aware Routing to Large Reasoning Models
by: Ellis-Mohr, Austin R., et al.
Published: (2025)
by: Ellis-Mohr, Austin R., et al.
Published: (2025)
Active Learning for Control-Oriented Identification of Nonlinear Systems
by: Lee, Bruce D., et al.
Published: (2024)
by: Lee, Bruce D., et al.
Published: (2024)
System Identification and Control Using Lyapunov-Based Deep Neural Networks without Persistent Excitation: A Concurrent Learning Approach
by: Hart, Rebecca G., et al.
Published: (2025)
by: Hart, Rebecca G., et al.
Published: (2025)
State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification
by: Cruz, Gonçalo Granjal, et al.
Published: (2025)
by: Cruz, Gonçalo Granjal, et al.
Published: (2025)
Nonlinear System Identification of Swarm of UAVs Using Deep Learning Methods
by: Yazdannik, Saman, et al.
Published: (2023)
by: Yazdannik, Saman, et al.
Published: (2023)
Non-Asymptotic Bounds for Closed-Loop Identification of Unstable Nonlinear Stochastic Systems
by: Siriya, Seth, et al.
Published: (2024)
by: Siriya, Seth, et al.
Published: (2024)
A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework
by: Keçeci, Ertuğrul, et al.
Published: (2025)
by: Keçeci, Ertuğrul, et al.
Published: (2025)
Target Parameterization in Diffusion Models for Nonlinear Spatiotemporal System Identification
by: Messaoudi, Achraf El, et al.
Published: (2026)
by: Messaoudi, Achraf El, et al.
Published: (2026)
Space-Filling Regularization for Robust and Interpretable Nonlinear State Space Models
by: Klein, Hermann, et al.
Published: (2025)
by: Klein, Hermann, et al.
Published: (2025)
Koopman Eigenfunction-Based Identification and Optimal Nonlinear Control of Turbojet Engine
by: Grasev, David
Published: (2025)
by: Grasev, David
Published: (2025)
Koopman-Based Nonlinear Identification and Adaptive Control of a Turbofan Engine
by: Grasev, David
Published: (2026)
by: Grasev, David
Published: (2026)
On the Stability of Nonlinear Receding Horizon Control: A Geometric Perspective
by: Westenbroek, Tyler, et al.
Published: (2021)
by: Westenbroek, Tyler, et al.
Published: (2021)
Meta-Learning for Physically-Constrained Neural System Identification
by: Chakrabarty, Ankush, et al.
Published: (2025)
by: Chakrabarty, Ankush, et al.
Published: (2025)
System Identification for Continuous-time Linear Dynamical Systems
by: Halmos, Peter, et al.
Published: (2023)
by: Halmos, Peter, et al.
Published: (2023)
Hallucination Basins: A Dynamic Framework for Understanding and Controlling LLM Hallucinations
by: Cherukuri, Kalyan, et al.
Published: (2026)
by: Cherukuri, Kalyan, et al.
Published: (2026)
Learning to Boost the Performance of Stable Nonlinear Systems
by: Furieri, Luca, et al.
Published: (2024)
by: Furieri, Luca, et al.
Published: (2024)
Optimal Control of Nonlinear Systems with Unknown Dynamics
by: Hao, Wenjian, et al.
Published: (2023)
by: Hao, Wenjian, et al.
Published: (2023)
Neural Operators for Predictor Feedback Control of Nonlinear Delay Systems
by: Bhan, Luke, et al.
Published: (2024)
by: Bhan, Luke, et al.
Published: (2024)
A Framework for Adaptive Stabilisation of Nonlinear Stochastic Systems
by: Siriya, Seth, et al.
Published: (2025)
by: Siriya, Seth, et al.
Published: (2025)
Learning Subsystem Dynamics in Nonlinear Systems via Port-Hamiltonian Neural Networks
by: van Otterdijk, G. J. E., et al.
Published: (2024)
by: van Otterdijk, G. J. E., et al.
Published: (2024)
The Stochastic Occupation Kernel Method for System Identification
by: Wells, Michael, et al.
Published: (2024)
by: Wells, Michael, et al.
Published: (2024)
Data-Driven Observability Analysis for Nonlinear Stochastic Systems
by: Massiani, Pierre-François, et al.
Published: (2023)
by: Massiani, Pierre-François, et al.
Published: (2023)
Koopman-based Deep Learning for Nonlinear System Estimation
by: Sun, Zexin, et al.
Published: (2024)
by: Sun, Zexin, et al.
Published: (2024)
Deep Learning of Dynamic Systems using System Identification Toolbox(TM)
by: Dai, Tianyu, et al.
Published: (2024)
by: Dai, Tianyu, et al.
Published: (2024)
Optimal Centered Active Excitation in Linear System Identification
by: Ito, Kaito, et al.
Published: (2026)
by: Ito, Kaito, et al.
Published: (2026)
Provably-Stable Neural Network-Based Control of Nonlinear Systems
by: Li, Anran, et al.
Published: (2025)
by: Li, Anran, et al.
Published: (2025)
Structural System Identification via Validation and Adaptation
by: López, Cristian, et al.
Published: (2025)
by: López, Cristian, et al.
Published: (2025)
Dictionary-Learning-Based Data Pruning for System Identification
by: Wang, Tingna, et al.
Published: (2025)
by: Wang, Tingna, et al.
Published: (2025)
A Tutorial on the Non-Asymptotic Theory of System Identification
by: Ziemann, Ingvar, et al.
Published: (2023)
by: Ziemann, Ingvar, et al.
Published: (2023)
Parametric Interpolation of Dynamic Mode Decomposition for Predicting Nonlinear Systems
by: Chakrabarti, Ananda, et al.
Published: (2026)
by: Chakrabarti, Ananda, et al.
Published: (2026)
Finite Sample Identification of Partially Observed Bilinear Dynamical Systems
by: Sattar, Yahya, et al.
Published: (2025)
by: Sattar, Yahya, et al.
Published: (2025)
CLT-Optimal Parameter Error Bounds for Linear System Identification
by: Zhou, Yichen, et al.
Published: (2026)
by: Zhou, Yichen, et al.
Published: (2026)
Estimation Sample Complexity of a Class of Nonlinear Continuous-time Systems
by: Kuang, Simon, et al.
Published: (2023)
by: Kuang, Simon, et al.
Published: (2023)
Employing Federated Learning for Training Autonomous HVAC Systems
by: Hagström, Fredrik, et al.
Published: (2024)
by: Hagström, Fredrik, et al.
Published: (2024)
Denoising Diffusion-Based Control of Nonlinear Systems
by: Elamvazhuthi, Karthik, et al.
Published: (2024)
by: Elamvazhuthi, Karthik, et al.
Published: (2024)
Learning Koopman-based Stability Certificates for Unknown Nonlinear Systems
by: Zhou, Ruikun, et al.
Published: (2024)
by: Zhou, Ruikun, et al.
Published: (2024)
Real-time Hybrid System Identification with Online Deterministic Annealing
by: Mavridis, Christos, et al.
Published: (2024)
by: Mavridis, Christos, et al.
Published: (2024)
A Semi-Supervised Approach for Power System Event Identification
by: Taghipourbazargani, Nima, et al.
Published: (2023)
by: Taghipourbazargani, Nima, et al.
Published: (2023)
Similar Items
-
SparseJEPA: Sparse Representation Learning of Joint Embedding Predictive Architectures
by: Hartman, Max, et al.
Published: (2025) -
Baseline Results for Selected Nonlinear System Identification Benchmarks
by: Champneys, Max D., et al.
Published: (2024) -
Energy-Aware Routing to Large Reasoning Models
by: Ellis-Mohr, Austin R., et al.
Published: (2025) -
Active Learning for Control-Oriented Identification of Nonlinear Systems
by: Lee, Bruce D., et al.
Published: (2024) -
System Identification and Control Using Lyapunov-Based Deep Neural Networks without Persistent Excitation: A Concurrent Learning Approach
by: Hart, Rebecca G., et al.
Published: (2025)