Masih Haseli

Orcid: 0000-0002-2133-8516

According to our database1, Masih Haseli authored at least 11 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Koopman Operators in Robot Learning.
CoRR, 2024

2023
Temporal Forward-Backward Consistency, Not Residual Error, Measures the Prediction Accuracy of Extended Dynamic Mode Decomposition.
IEEE Control. Syst. Lett., 2023

Invariance Proximity: Closed-Form Error Bounds for Finite-Dimensional Koopman-Based Models.
CoRR, 2023

Modeling Nonlinear Control Systems via Koopman Control Family: Universal Forms and Subspace Invariance Proximity.
CoRR, 2023

Generalizing dynamic mode decomposition: Balancing accuracy and expressiveness in Koopman approximations.
Autom., 2023

2022
Learning Koopman Eigenfunctions and Invariant Subspaces From Data: Symmetric Subspace Decomposition.
IEEE Trans. Autom. Control., 2022

2021
Parallel Learning of Koopman Eigenfunctions and Invariant Subspaces for Accurate Long-Term Prediction.
IEEE Trans. Control. Netw. Syst., 2021

Data-Driven Approximation of Koopman-Invariant Subspaces with Tunable Accuracy.
Proceedings of the 2021 American Control Conference, 2021

2020
Fast Identification of Koopman-Invariant Subspaces: Parallel Symmetric Subspace Decomposition.
Proceedings of the 2020 American Control Conference, 2020

2019
Efficient Identification of Linear Evolutions in Nonlinear Vector Fields: Koopman Invariant Subspaces.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Approximating the Koopman Operator using Noisy Data: Noise-Resilient Extended Dynamic Mode Decomposition.
Proceedings of the 2019 American Control Conference, 2019


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