SINDy-BVP: Sparse Identification of Nonlinear Dynamics for Boundary Value Problems. - Daniel E. Shea; Steven L. Brunton; J. Nathan Kutz (CoRR, 2020)

Extraction of Instantaneous Frequencies and Amplitudes in Nonstationary Time-Series Data. - Daniel E. Shea; Rajiv Giridharagopal; David S. Ginger; Steven L. Brunton; J. Nathan Kutz (IEEE Access, 2021)

DeepGreen: Deep Learning of Green's Functions for Nonlinear Boundary Value Problems. - Craig R. Gin; Daniel E. Shea; Steven L. Brunton; J. Nathan Kutz (CoRR, 2021)

Deep Learning Video Classification of Lung Ultrasound Features Associated with Pneumonia. - Daniel E. Shea; Sourabh Kulhare; Rachel Millin; Zohreh Laverriere; Courosh Mehanian; Charles B. Delahunt; Dipayan Banik; Xinliang Zheng; Meihua Zhu; Ye Ji; Travis Ostbye; Martha-Marie S. Mehanian; et al. (CVPR Workshops, 2023)

How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound. - Menghan Yu; Sourabh Kulhare; Courosh Mehanian; Charles B. Delahunt; Daniel E. Shea; Zohreh Laverriere; Ishan Shah; Matthew P. Horning (SASHIMI@MICCAI, 2023)