Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers. - Yuying Liu 010; J. Nathan Kutz; Steven L. Brunton (CoRR, 2020)

PyNumDiff: A Python package for numerical differentiation of noisy time-series data. - Floris van Breugel; Yuying Liu 010; Bingni W. Brunton; J. Nathan Kutz (J. Open Source Softw., 2022)

Multiresolution convolutional autoencoders. - Yuying Liu 010; Colin Ponce; Steven L. Brunton; J. Nathan Kutz (J. Comput. Phys., 2023)