Sparse identification of nonlinear dynamics for model predictive control in the low-data limit

por Kaiser, E., Kutz, J. N., Brunton, S. L.
Publicado 2018

Preventing Neurodegenerative Memory Loss in Hopfield Neuronal Networks Using Cerebral Organoids or External Microelectronics

por Morrison, M., Maia, P. D., Kutz, J. N.
Publicado 2017

Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control

por Fasel, U., Kutz, J. N., Brunton, B. W., Brunton, S. L.
Publicado 2022

Model selection for dynamical systems via sparse regression and information criteria

por Mangan, N. M., Kutz, J. N., Brunton, S. L., Proctor, J. L.
Publicado 2017

Model selection for hybrid dynamical systems via sparse regression

por Mangan, N. M., Askham, T., Brunton, S. L., Kutz, J. N., Proctor, J. L.
Publicado 2019

Signal recovery from stimulation artifacts in intracranial recordings with dictionary learning

por Caldwell, D J, Cronin, J A, Rao, R P N, Collins, K L, Weaver, K E, Ko, A L, Ojemann, J G, Kutz, J N, Brunton, B W
Publicado 2020