Deep learning for universal linear embeddings of nonlinear dynamics

por Bethany Lusch, J. Nathan Kutz, Steven L. Brunton
Publicado 2018

DeepGreen: deep learning of Green’s functions for nonlinear boundary value problems

por Craig R. Gin, Daniel E. Shea, Steven L. Brunton, J. Nathan Kutz
Publicado 2021

Chaos as an intermittently forced linear system

por Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor, Eurika Kaiser, J. Nathan Kutz
Publicado 2017

Learning dominant physical processes with data-driven balance models

por Jared L. Callaham, James V. Koch, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton
Publicado 2021

Machine learning and feature engineering for predicting pulse presence during chest compressions

por Diya Sashidhar, Heemun Kwok, Jason Coult, Jennifer Blackwood, Peter J. Kudenchuk, Shiv Bhandari, Thomas D. Rea, J. Nathan Kutz
Publicado 2021