Yiming Meng
Yiming Meng
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Article
Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator
Z. Zeng
,
R. Zhou
,
Y. Meng
,
J. Liu
PDF
Project
Learning Koopman-based Stability Certificates for Unknown Nonlinear Systems
R. Zhou
,
Y. Meng
,
Z. Zeng
,
J. Liu
PDF
Project
Resolvent-Type Data-Driven Learning of Generators for Unknown Continuous-Time Dynamical Systems
Equal Contribution
Y. Meng
,
R. Zhou
,
M. Ornik
,
J. Liu
PDF
Project
Online Learning and Control Synthesis for Reachable Paths of Unknown Nonlinear Systems
Y. Meng
,
T. Shafa
,
J. Wei
,
M. Ornik
PDF
Project
Source Document
Physics-Informed Neural Network Lyapunov Functions: PDE Characterization, Learning, and Verification
J. Liu
,
Y. Meng
,
M. Fitzsimmons
,
R. Zhou
PDF
Project
Source Document
Learning Regions of Attraction in Unknown Dynamical Systems via Zubov-Koopman Lifting: Regularities and Convergence
Y. Meng
,
R. Zhou
,
J. Liu
PDF
Project
Source Document
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