Eurika Kaiser

17 papers B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator.
J. Open Source Softw.
Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
2023 J jnl
Control of Vortex Dynamics using Invariants.
CoRR
Kartik Krishna, Aditya G. Nair, Anand Krishnan, Steven L. Brunton, Eurika Kaiser
2023 J jnl
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator.
CoRR
Shaowu Pan, Eurika Kaiser, Brian M. de Silva, J. Nathan Kutz, Steven L. Brunton
2022 J jnl
Modern Koopman Theory for Dynamical Systems.
SIAM Rev.
Steven L. Brunton, Marko Budisic, Eurika Kaiser, J. Nathan Kutz
2021 J jnl
Data-driven discovery of Koopman eigenfunctions for control.
Mach. Learn. Sci. Technol.
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
2021 J jnl
Modern Koopman Theory for Dynamical Systems.
CoRR
Steven L. Brunton, Marko Budisic, Eurika Kaiser, J. Nathan Kutz
2021 — conf
SINDy with Control: A Tutorial.
CDC
Urban Fasel, Eurika Kaiser, J. Nathan Kutz, Bingni W. Brunton, Steven L. Brunton
2020 J jnl
Deep reinforcement learning for optical systems: A case study of mode-locked lasers.
Mach. Learn. Sci. Technol.
Chang Sun, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
2020 J jnl
Principal Component Trajectories (PCT): Nonlinear dynamics as a superposition of time-delayed periodic orbits.
CoRR
Daniel Dylewsky, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
2020 J jnl
Time-Delay Observables for Koopman: Theory and Applications.
SIAM J. Appl. Dyn. Syst.
Mason Kamb, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
2019 J jnl
Learning Discrepancy Models From Experimental Data.
CoRR
Kadierdan Kaheman, Eurika Kaiser, Benjamin Strom, J. Nathan Kutz, Steven L. Brunton
2019 J jnl
Optimized Sampling for Multiscale Dynamics.
Multiscale Model. Simul.
Krithika Manohar, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
2018 — conf
Discovering Conservation Laws from Data for Control.
CDC
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
2018 J jnl
Discovering conservation laws from data for control.
CoRR
Eurika Kaiser, J. Nathan Kutz, Steven L. Brunton
2018 J jnl
Sparsity enabled cluster reduced-order models for control.
J. Comput. Phys.
Eurika Kaiser, Marek Morzynski, Guillaume Daviller, J. Nathan Kutz, Bingni W. Brunton, Steven L. Brunton
2017 J jnl
Dynamic mode decomposition for compressive system identification.
CoRR
Zhe Bai, Eurika Kaiser, Joshua L. Proctor, J. Nathan Kutz, Steven L. Brunton
2017 B conf
Visualizing vortex clusters in the wake of a high-speed train.
SMC
Simon Ferrari, Yaoping Hu, Robert J. Martinuzzi, Eurika Kaiser, Bernd R. Noack, Jan Östh, Sinisa Krajnovic