Publications by authors named "Daniel A Messenger"

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Weighted Composition Operators for Learning Nonlinear Dynamics.
Benjamin P Russo, Daniel A Messenger, David Bortz, Joel A Rosenfeld

IFAC Pap OnLine· October 2024

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Coarse-graining Hamiltonian systems using WSINDy.
Daniel A Messenger, Joshua W Burby, David M Bortz

Sci Rep· June 2024

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Direct Estimation of Parameters in ODE Models Using WENDy: Weak-Form Estimation of Nonlinear Dynamics.
David M Bortz, Daniel A Messenger, Vanja Dukic

Bull Math Biol· October 2023

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Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics.
David M Bortz, Daniel A Messenger, Vanja Dukic

ArXiv· April 2023

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Learning mean-field equations from particle data using WSINDy.
Daniel A Messenger, David M Bortz

Physica D· November 2022

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Online Weak-form Sparse Identification of Partial Differential Equations.
Daniel A Messenger, Emiliano Dall'anese, David M Bortz

Proc Mach Learn Res· August 2022

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WEAK SINDY FOR PARTIAL DIFFERENTIAL EQUATIONS.
Daniel A Messenger, David M Bortz

J Comput Phys· October 2021

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WEAK SINDy: GALERKIN-BASED DATA-DRIVEN MODEL SELECTION.
Daniel A Messenger, David M Bortz

Multiscale Model Simul· September 2021

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