Kadierdan Kaheman

SINDy-PI: a robust algorithm for parallel implicit sparse identification of nonlinear dynamics

Kadierdan Kaheman, J. Nathan Kutz, Steven L. Brunton · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2020 · 247 citations · Full text

PySINDy: A comprehensive Python package for robust sparse system identification

Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel et al. · The Journal of Open Source Software · 2022 · 168 citations · Full text

Engineering, Machine Learning, Computational Mechanics +19

Automatic differentiation to simultaneously identify nonlinear dynamics and extract noise probability distributions from data

Kadierdan Kaheman, Steven L. Brunton, J. Nathan Kutz · Machine Learning Science and Technology · 2022 · 77 citations · Full text

Engineering, Machine Learning, Stochastic Analysis +20

SINDy-PI: A robust algorithm for parallel implicit sparse identification of nonlinear dynamics

Kadierdan Kaheman · 2021 · 54 citations

Numerical Analysis, Nonlinear System Identification, Parameter Identification +13

Learning Discrepancy Models From Experimental Data

Kadierdan Kaheman, Eurika Kaiser, Benjamin Strom et al. · arXiv (Cornell University) · 2019 · 13 citations · Full text

Reduced Order Modeling, Engineering, Discrepancy Models +17