Eurika Kaiser

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Dynamical Systems

Top Venues

Mach. Learn. Sci. Technol.

Publications

Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. J. Open Source Softw. 9 (96) (2024)
Kartik Krishna, Aditya G. Nair, Anand Krishnan, Steven L. Brunton, Eurika Kaiser
Control of Vortex Dynamics using Invariants. CoRR (2023)
Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator. CoRR (2023)
Steven L. Brunton, Marko Budisic, Eurika Kaiser, J. Nathan Kutz
Modern Koopman Theory for Dynamical Systems. SIAM Rev. 64 (2) (2022)
Urban Fasel, Eurika Kaiser, J. Nathan Kutz, Bingni W. Brunton, Steven L. Brunton
SINDy with Control: A Tutorial. CDC (2021)
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
Data-driven discovery of Koopman eigenfunctions for control. Mach. Learn. Sci. Technol. 2 (3) (2021)
Steven L. Brunton, Marko Budisic, Eurika Kaiser, J. Nathan Kutz
Modern Koopman Theory for Dynamical Systems. CoRR (2021)
Daniel Dylewsky, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
Principal Component Trajectories (PCT): Nonlinear dynamics as a superposition of time-delayed periodic orbits. CoRR (2020)
Mason Kamb, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
Time-Delay Observables for Koopman: Theory and Applications. SIAM J. Appl. Dyn. Syst. 19 (2) (2020)
Chang Sun, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
Deep reinforcement learning for optical systems: A case study of mode-locked lasers. Mach. Learn. Sci. Technol. 1 (4) (2020)
Kadierdan Kaheman, Eurika Kaiser, Benjamin Strom, J. Nathan Kutz, Steven L. Brunton
Learning Discrepancy Models From Experimental Data. CoRR (2019)
Krithika Manohar, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
Optimized Sampling for Multiscale Dynamics. Multiscale Model. Simul. 17 (1) (2019)
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
Discovering conservation laws from data for control. CoRR (2018)
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
Discovering Conservation Laws from Data for Control. CDC (2018)
Eurika Kaiser, Marek Morzynski, Guillaume Daviller, J. Nathan Kutz, Bingni W. Brunton, Steven L. Brunton
Sparsity enabled cluster reduced-order models for control. J. Comput. Phys. 352 (2018)
Simon Ferrari, Yaoping Hu, Robert J. Martinuzzi, Eurika Kaiser, Bernd R. Noack, Jan Östh, Sinisa Krajnovic
Visualizing vortex clusters in the wake of a high-speed train. SMC (2017)
Zhe Bai, Eurika Kaiser, Joshua L. Proctor, J. Nathan Kutz, Steven L. Brunton
Dynamic mode decomposition for compressive system identification. CoRR (2017)