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。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)
Low-Dimensional Approach for Reconstruction of Airfoil Data via Compressive Sensing
Zhe Bai et al.
AIAA JOURNAL (2015)
Equation-free mechanistic ecosystem forecasting using empirical dynamic modeling
Hao Ye et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)
Automated adaptive inference of phenomenological dynamical models
Bryan C. Daniels et al.
NATURE COMMUNICATIONS (2015)
Efficient Inference of Parsimonious Phenomenological Models of Cellular Dynamics Using S-Systems and Alternating Regression
Bryan C. Daniels et al.
PLOS ONE (2015)
Exploiting sparsity and equation-free architectures in complex systems
J. L. Proctor et al.
EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS (2014)
The Optimal Hard Threshold for Singular Values is 4/√3
Matan Gavish et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2014)
ON THE COMPRESSIVE SPECTRAL METHOD
Alan Mackey et al.
MULTISCALE MODELING & SIMULATION (2014)
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)
Analysis of Fluid Flows via Spectral Properties of the Koopman Operator
Igor Mezic
ANNUAL REVIEW OF FLUID MECHANICS, VOL 45 (2013)
Sparse dynamics for partial differential equations
Hayden Schaeffer et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)
Compressed modes for variational problems in mathematics and physics
Vidvuds Ozolins et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2013)
Nonlinear Laplacian spectral analysis for time series with intermittency and low-frequency variability
Dimitrios Giannakis et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)
Detecting Causality in Complex Ecosystems
George Sugihara et al.
SCIENCE (2012)
NUMERICAL DIFFERENTIATION OF APPROXIMATED FUNCTIONS WITH LIMITED ORDER-OF-ACCURACY DETERIORATION
O. Bruno et al.
SIAM JOURNAL ON NUMERICAL ANALYSIS (2012)
Predicting Catastrophes in Nonlinear Dynamical Systems by Compressive Sensing
Wen-Xu Wang et al.
PHYSICAL REVIEW LETTERS (2011)
Automated refinement and inference of analytical models for metabolic networks
Michael D. Schmidt et al.
PHYSICAL BIOLOGY (2011)
Normal forms for reduced stochastic climate models
Andrew J. Majda et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)
Distilling Free-Form Natural Laws from Experimental Data
Michael Schmidt et al.
SCIENCE (2009)
A fast immersed boundary method using a nullspace approach and multi-domain far-field boundary conditions
Tim Colonius et al.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2008)
The immersed boundary method: A projection approach
Kunihiko Taira et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2007)
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)
Spectral properties of dynamical systems, model reduction and decompositions
I Mezic
NONLINEAR DYNAMICS (2005)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
A hierarchy of low-dimensional models for the transient and post-transient cylinder wake
BR Noack et al.
JOURNAL OF FLUID MECHANICS (2003)