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Arxiv|March 13, 2023
Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear DynamicsDavid M Bortz, Daniel A Messenger, Vanja DukicBulletin of Mathematical Biology|October 5, 2023
Direct Estimation of Parameters in ODE Models Using WENDy: Weak-Form Estimation of Nonlinear DynamicsDavid M Bortz, Daniel A Messenger, Vanja DukicPlos Computational Biology|December 8, 2025
Learning structured population models from data with WSINDyRainey Lyons, Vanja Dukic, David M BortzArxiv|September 29, 2025
Learning Structured Population Models from Data with WSINDyRainey Lyons, Vanja Dukic, David M BortzBulletin of Mathematical Biology|March 30, 2026
A Practical Identifiability Criterion Leveraging Weak-Form Parameter EstimationNora Heitzman-Breen, Vanja Dukic, David M BortzArxiv|September 22, 2025
A practical identifiability criterion leveraging weak-form parameter estimationNora Heitzman-Breen, Vanja Dukic, David M BortzMultiscale Modeling & Simulation : a SIAM Interdisciplinary Journal|January 19, 2024
WEAK SINDy: GALERKIN-BASED DATA-DRIVEN MODEL SELECTIONDaniel A Messenger, David M BortzJournal of Computational Physics|November 8, 2021
WEAK SINDY FOR PARTIAL DIFFERENTIAL EQUATIONSDaniel A Messenger, David M BortzPhysica D. Nonlinear Phenomena|July 21, 2023
Learning mean-field equations from particle data using WSINDyDaniel A Messenger, David M BortzProceedings of Machine Learning Research|January 24, 2024
Online Weak-form Sparse Identification of Partial Differential EquationsDaniel A Messenger, Emiliano Dall'anese, David M BortzPageof 7