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Masih Haseli
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 14
Top Topics
Noisy Data
Prediction Accuracy
Error Measure
Feature Subspace
Top Venues
CoRR
ACC
IEEE Control. Syst. Lett.
IEEE Trans. Control. Netw. Syst.
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Publications
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Masih Haseli
,
Jorge Cortés
Modeling Nonlinear Control Systems via Koopman Control Family: Universal Forms and Subspace Invariance Proximity.
CoRR
(2023)
Masih Haseli
,
Jorge Cortés
Invariance Proximity: Closed-Form Error Bounds for Finite-Dimensional Koopman-Based Models.
CoRR
(2023)
Masih Haseli
,
Jorge Cortés
Temporal Forward-Backward Consistency, Not Residual Error, Measures the Prediction Accuracy of Extended Dynamic Mode Decomposition.
IEEE Control. Syst. Lett.
7 (2023)
Masih Haseli
,
Jorge Cortés
Generalizing dynamic mode decomposition: Balancing accuracy and expressiveness in Koopman approximations.
Autom.
153 (2023)
Masih Haseli
,
Jorge Cortés
Temporal Forward-Backward Consistency, Not Residual Error, Measures the Prediction Accuracy of Extended Dynamic Mode Decomposition.
CoRR
(2022)
Masih Haseli
,
Jorge Cortés
Learning Koopman Eigenfunctions and Invariant Subspaces From Data: Symmetric Subspace Decomposition.
IEEE Trans. Autom. Control.
67 (7) (2022)
Masih Haseli
,
Jorge Cortés
Generalizing Dynamic Mode Decomposition: Balancing Accuracy and Expressiveness in Koopman Approximations.
CoRR
(2021)
Masih Haseli
,
Jorge Cortés
Data-Driven Approximation of Koopman-Invariant Subspaces with Tunable Accuracy.
ACC
(2021)
Masih Haseli
,
Jorge Cortés
Parallel Learning of Koopman Eigenfunctions and Invariant Subspaces for Accurate Long-Term Prediction.
IEEE Trans. Control. Netw. Syst.
8 (4) (2021)
Masih Haseli
,
Jorge Cortés
Fast Identification of Koopman-Invariant Subspaces: Parallel Symmetric Subspace Decomposition.
ACC
(2020)
Masih Haseli
,
Jorge Cortés
Parallel Learning of Koopman Eigenfunctions and Invariant Subspaces For Accurate Long-Term Prediction.
CoRR
(2020)
Masih Haseli
,
Jorge Cortés
Efficient Identification of Linear Evolutions in Nonlinear Vector Fields: Koopman Invariant Subspaces.
CoRR
(2019)
Masih Haseli
,
Jorge Cortés
Approximating the Koopman Operator using Noisy Data: Noise-Resilient Extended Dynamic Mode Decomposition.
ACC
(2019)
Masih Haseli
,
Jorge Cortés
Efficient Identification of Linear Evolutions in Nonlinear Vector Fields: Koopman Invariant Subspaces.
CDC
(2019)