Derivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data

J Wentz, A Doostan - Computer Methods in Applied Mechanics and …, 2023 - Elsevier
Recent advances in the field of data-driven dynamics allow for the discovery of ODE systems
using state measurements. One approach, known as Sparse Identification of Nonlinear …

[引用][C] Derivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data

J Wentz, A Doostan - Computer Methods in Applied Mechanics and …, 2023 - osti.gov

Derivative-Based SINDy (DSINDy): Addressing the Challenge of Discovering Governing Equations from Noisy Data

J Wentz, A Doostan - Available at SSRN 4376069 - papers.ssrn.com
Recent advances in the field of data-driven dynamics allow for the discovery of ODE systems
using state measurements. One approach, known as Sparse Identification of Nonlinear …

Derivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data

J Wentz, A Doostan - Computer Methods in Applied …, 2023 - ui.adsabs.harvard.edu
Recent advances in the field of data-driven dynamics allow for the discovery of ODE systems
using state measurements. One approach, known as Sparse Identification of Nonlinear …

Derivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data

J Wentz, A Doostan - arXiv preprint arXiv:2211.05918, 2022 - arxiv.org
Recent advances in the field of data-driven dynamics allow for the discovery of ODE systems
using state measurements. One approach, known as Sparse Identification of Nonlinear …

[PDF][PDF] DERIVATIVE-BASED SINDY (DSINDY): ADDRESSING THE CHALLENGE OF DISCOVERING GOVERNING EQUATIONS FROM NOISY DATA

J WENTZ, A DOOSTAN - arXiv preprint arXiv:2211.05918, 2022 - researchgate.net
Recent advances in the field of data-driven dynamics allow for the discovery of ODE systems
using state measurements. One approach, known as Sparse Identification of Nonlinear …

Derivative-based SINDy (DSINDy): Addressing the challenge of discovering governing equations from noisy data

J Wentz, A Doostan - Computer Methods in Applied …, 2023 - ui.adsabs.harvard.edu
Recent advances in the field of data-driven dynamics allow for the discovery of ODE systems
using state measurements. One approach, known as Sparse Identification of Nonlinear …