4.5 Article

Sparse identification of nonlinear dynamics for model predictive control in the low-data limit

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Mathematics, Applied

Sparse identification of nonlinear dynamics for rapid model recovery

Markus Quade et al.

Article Mechanics

Sparse reduced-order modelling: sensor-based dynamics to full-state estimation

Jean-Christophe Loiseau et al.

JOURNAL OF FLUID MECHANICS (2018)

Article Mechanics

Constrained sparse Galerkin regression

Jean-Christophe Loiseau et al.

JOURNAL OF FLUID MECHANICS (2018)

Review Engineering, Aerospace

Model Predictive Control in Aerospace Systems: Current State and Opportunities

Utku Eren et al.

JOURNAL OF GUIDANCE CONTROL AND DYNAMICS (2017)

Article Multidisciplinary Sciences

Model selection for dynamical systems via sparse regression and information criteria

N. M. Mangan et al.

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2017)

Article Multidisciplinary Sciences

Learning partial differential equations via data discovery and sparse optimization

Hayden Schaeffer

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2017)

Article Multidisciplinary Sciences

In situ click chemistry generation of cyclooxygenase-2 inhibitors

Atul Bhardwaj et al.

NATURE COMMUNICATIONS (2017)

Article Multidisciplinary Sciences

Data-driven discovery of partial differential equations

Samuel H. Rudy et al.

SCIENCE ADVANCES (2017)

Article Physics, Fluids & Plasmas

Sparse model selection via integral terms

Hayden Schaeffer et al.

PHYSICAL REVIEW E (2017)

Article Automation & Control Systems

Identifiability of affine linear parameter-varying models

Ziad Alkhoury et al.

AUTOMATICA (2017)

Article Automation & Control Systems

A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems

Wei Pan et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2016)

Article Multidisciplinary Sciences

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Steven L. Brunton et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)

Article Mathematics, Applied

Dynamic Mode Decomposition with Control

Joshua L. Proctor et al.

SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS (2016)

Article Computer Science, Artificial Intelligence

A Combined Adaptive Neural Network and Nonlinear Model Predictive Control for Multirate Networked Industrial Process Control

Tong Wang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2016)

Review Mechanics

Closed-Loop Turbulence Control: Progress and Challenges

Steven L. Brunton et al.

APPLIED MECHANICS REVIEWS (2015)

Article Automation & Control Systems

Sparse identification of posynomial models

Giuseppe C. Calafiore et al.

AUTOMATICA (2015)

Article Mathematics, Applied

A Data-Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition

Matthew O. Williams et al.

JOURNAL OF NONLINEAR SCIENCE (2015)

Article Physics, Fluids & Plasmas

Nonlinear model reduction for dynamical systems using sparse sensor locations from learned libraries

Syuzanna Sargsyan et al.

PHYSICAL REVIEW E (2015)

Article Automation & Control Systems

Model predictive control: Recent developments and future promise

David Q. Mayne

AUTOMATICA (2014)

Article Automation & Control Systems

Kernel methods in system identification, machine learning and function estimation: A survey

Gianluigi Pillonetto et al.

AUTOMATICA (2014)

Article Automation & Control Systems

System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques

Tianshi Chen et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2014)

Article Mathematics, Applied

Compressive Sensing and Low-Rank Libraries for Classification of Bifurcation Regimes in Nonlinear Dynamical Systems

Steven L. Brunton et al.

SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS (2014)

Article Automation & Control Systems

Model Predictive Control of Nonlinear Systems With Unmodeled Dynamics Based on Feedforward and Recurrent Neural Networks

Zheng Yan et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2012)

Review Automation & Control Systems

Model Predictive Control: Review of the Three Decades of Development

Jay H. Lee

INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS (2011)

Article Mechanics

Dynamic mode decomposition of numerical and experimental data

Peter J. Schmid

JOURNAL OF FLUID MECHANICS (2010)

Article Automation & Control Systems

Nonlinear system modeling and predictive control using the RBF nets-based quasi-linear ARX model

Hui Peng et al.

CONTROL ENGINEERING PRACTICE (2009)

Article Mechanics

Spectral analysis of nonlinear flows

Clarence W. Rowley et al.

JOURNAL OF FLUID MECHANICS (2009)

Article Multidisciplinary Sciences

Distilling Free-Form Natural Laws from Experimental Data

Michael Schmidt et al.

SCIENCE (2009)

Article Computer Science, Interdisciplinary Applications

Nonlinear model predictive control for distributed parameter systems using data driven artificial neural network models

Eleni Aggelogiannaki et al.

COMPUTERS & CHEMICAL ENGINEERING (2008)

Article Multidisciplinary Sciences

Automated reverse engineering of nonlinear dynamical systems

Josh Bongard et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2007)

Article Computer Science, Information Systems

Just relax: Convex programming methods for identifying sparse signals in noise

JA Tropp

IEEE TRANSACTIONS ON INFORMATION THEORY (2006)

Article Biology

A model predictive control based scheduling method for HIV therapy

R Zurakowski et al.

JOURNAL OF THEORETICAL BIOLOGY (2006)

Article Engineering, Mechanical

Spectral properties of dynamical systems, model reduction and decompositions

I Mezic

NONLINEAR DYNAMICS (2005)

Article Automation & Control Systems

A fast nonlinear model identification method

K Li et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2005)

Article Automation & Control Systems

Global optimal feedback control for general nonlinear systems with nonquadratic performance criteria

T Çimen et al.

SYSTEMS & CONTROL LETTERS (2004)