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List of works by J. Nathan Kutz

Deep learning models for global coordinate transformations that linearise PDEs

scientific article published in 2020

Deeptime: a Python library for machine learning dynamical models from time series data

scientific article published on 26 November 2021

Dynamic mode decomposition for multiscale nonlinear physics

scientific article published on 01 June 2019

Hierarchical deep learning of multiscale differential equation time-steppers

scientific article published in 2022

PySensors: A Python package for sparse sensor placement

scientific article published on 21 February 2021

Sparse identification of slow timescale dynamics

scientific article published on 01 August 2020

Structured time-delay models for dynamical systems with connections to Frenet-Serret frame

scientific article published on 13 October 2021

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