Image de couverture de livre

A Physics-informed Machine Learning-based Control Method for Nonlinear Dynamic Systems with Highly Noisy Measurements

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ma, Mason, Wu, Jiajie, Post, Chase, Shi, Tony, Yi, Jingang, Schmitz, Tony, Wang, Hong
Format:	Preprint
Publié:	2023
Sujets:	Systems and Control Machine Learning Dynamical Systems
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

On the Uniqueness of Participation Factors in Nonlinear Dynamical Systems
par: Xia, Tianwei, et autres
Publié: (2024)

Observability of Nonlinear Dynamical Systems over Finite Fields
par: Anantharaman, Ramachandran, et autres
Publié: (2024)

Exact and Parametric Dynamical System Representation of Nonlinear Functions
par: Ohtsuka, Toshiyuki
Publié: (2025)

Neural Operators for Predictor Feedback Control of Nonlinear Delay Systems
par: Bhan, Luke, et autres
Publié: (2024)

Provably Safe Control for Constrained Nonlinear Systems with Bounded Input
par: Kumar, Saurabh, et autres
Publié: (2025)

Delay-adaptive Control of Nonlinear Systems with Approximate Neural Operator Predictors
par: Bhan, Luke, et autres
Publié: (2025)

Koopman Spectral Analysis from Noisy Measurements based on Bayesian Learning and Kalman Smoothing
par: Zeng, Zhexuan, et autres
Publié: (2024)

Participation Factors for Nonlinear Autonomous Dynamical Systems in the Koopman Operator Framework
par: Takamichi, Kenji, et autres
Publié: (2024)

High Performance Distributed Control for Large-Scale Linear Systems: A Cover-Based Distributed Observer Approach
par: Xu, Haotian, et autres
Publié: (2024)

Measurements and System Identification for the Characterization of Smooth Muscle Cell Dynamics
par: Ozturk, Dilan, et autres
Publié: (2024)

Beyond Carleman Linearization of Nonlinear Dynamical System: Insights from a Case Study
par: Chen, Panpan, et autres
Publié: (2025)

Nonlinear Control Synchronization Method for Fractional-order Time Derivatives Chaotic Systems
par: Mishra, Vivek, et autres
Publié: (2026)

Control of Nonlinear Systems Under Multiple Time-Varying Output Constraints: A Single Funnel Approach
par: Mehdifar, Farhad, et autres
Publié: (2023)

On Boundedness of Quadratic Dynamics with Energy-Preserving Nonlinearity
par: Liao, Shih-Chi, et autres
Publié: (2025)

Collaborative Safety-Critical Control for Dynamically Coupled Networked Systems
par: Butler, Brooks A., et autres
Publié: (2023)

Iterative Learning Control of Fast, Nonlinear, Oscillatory Dynamics (Preprint)
par: Brooks, John W., et autres
Publié: (2024)

On Koopman Resolvents and Frequency Response of Nonlinear Systems
par: Susuki, Yoshihiko, et autres
Publié: (2026)

Robust Closed-Form Control for MIMO Nonlinear Systems under Conflicting Time-Varying Hard and Soft Constraints (extended version)
par: Mehdifar, Farhad, et autres
Publié: (2025)

Exploiting Over-Approximation Errors as Preview Information for Nonlinear Control
par: Aspeel, Antoine, et autres
Publié: (2025)

Enhanced Koopman Operator Approximation for Nonlinear Systems Using Broading Learning System
par: Sun, Yangjun, et autres
Publié: (2025)

Nonlinear Moving-Horizon Estimation Using State- and Control-Dependent Models
par: Kamaldar, Mohammadreza
Publié: (2026)

Deep Q-Learning-Based Gain Scheduling for Nonlinear Quadcopter Dynamics
par: Rastgoftar, Hossein, et autres
Publié: (2026)

Input Dexterity and Output Negotiation in Feedback-Linearizable Nonlinear Systems
par: Mizzoni, Mirko, et autres
Publié: (2026)

A Bounded-Confidence Model of Opinion Dynamics with Adaptive Interaction Probabilities
par: Thompsky, Leila, et autres
Publié: (2026)

$α$-stability of Differentially Flat Systems with Application to Newton-Raphson Tracking Control for Vehicle Dynamics
par: Sabry, Aadila Ali, et autres
Publié: (2026)

Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems
par: Quartz, Thanin, et autres
Publié: (2024)

An Approach for the Qualitative Graphical Representation of the Describing Function in Nonlinear Systems Stability Analysis
par: Tebaldi, Davide, et autres
Publié: (2026)

Learning Nonlinear Continuous-Time Systems for Formal Uncertainty Propagation and Probabilistic Evaluation
par: Amorese, Peter, et autres
Publié: (2026)

A Continuous-Time and State-Space Relaxation of the Linear Threshold Model with Nonlinear Opinion Dynamics
par: Belaustegui, Ian Xul, et autres
Publié: (2026)

Recursive Estimation for Dynamical Systems with Measurement Bias, Outliers and Constraints
par: Nagpal, Krishan Mohan
Publié: (2025)

Data-Driven Synthesis of Robust Positively Invariant Sets from Noisy Data
par: Wang, Chi, et autres
Publié: (2026)

Global Linearization of Parameterized Nonlinear Systems with Stable Equilibrium Point Using the Koopman Operator
par: Katayama, Natsuki, et autres
Publié: (2026)

Region of Attraction Estimate Learning and Verification for Nonlinear Systems using Neural-Network-based Lyapunov Functions
par: Bechihi, Adel, et autres
Publié: (2025)

Estimation of Regions of Attraction for Nonlinear Systems via Coordinate-Transformed TS Models and Piecewise Quadratic Lyapunov Functions
par: Sel, Artun, et autres
Publié: (2025)

Control Barrier Functions for Stochastic Systems and Safety-critical Control Designs
par: Nishimura, Yuki, et autres
Publié: (2022)

On Adaptive-Gain Control of Replicator Dynamics in Population Games
par: Zino, Lorenzo, et autres
Publié: (2023)

Human Motor Learning Dynamics in High-dimensional Tasks
par: Kamboj, Ankur, et autres
Publié: (2024)

Nonlinear System Identification for Model-Based Control of Waked Wind Turbines
par: Randino, Sebastiano, et autres
Publié: (2025)

Finite Sample Analyses for Continuous-time Linear Systems: System Identification and Online Control
par: Zhou, Hongyi, et autres
Publié: (2025)

Coalescing Force of Group Pressure: Consensus in Nonlinear Opinion Dynamics
par: Zabarianska, Iryna, et autres
Publié: (2024)