Lazar, Mircea

1. Koopman Data-Driven Predictive Control with Robust Stability and Recursive Feasibility Guarantees
   2024/05/02 by Thomas Geert de Jong, Valentina Breschi, de Jong, Thomas +5 · 4 citations
   Engineering · #Advanced Control Systems Optimization #Fault Detection and Control Systems #Control Systems and Identification
2. Basis functions nonlinear data-enabled predictive control: Consistent and computationally efficient formulations
   2023/11/09 by Lazar, Mircea · 5 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
3. An Efficient MPC Algorithm For Switched Systems with Minimum Dwell Time Constraints
   2020/02/22 by Chen, Yutao, Lazar, Mircea · 1 citation
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. On feedforward control using physics-guided neural networks: Training cost regularization and optimized initialization
   2022/01/28 by Max Bolderman, Bolderman, Max, Mircea Lazar +3 · 1 citation
   Engineering · Physics and Astronomy · #Iterative Learning Control Systems #Hydraulic and Pneumatic Systems #Model Reduction and Neural Networks
5. Deep Operator Neural Network Model Predictive Control
   2025/05/23 by de Jong, Thomas Oliver, Shukla, Khemraj, Lazar, Mircea · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
6. From Product Hilbert Spaces to the Generalized Koopman Operator and the Nonlinear Fundamental Lemma
   2025/08/10 by Lazar, Mircea · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
7. A Kernelized Operator Approach to Nonlinear Data-Enabled Predictive Control
   2025/01/29 by de Jong, Thomas, Weiland, Siep, Lazar, Mircea · 2 citations
   #FOS: Mathematics #Optimization and Control (math.OC)
8. Neural Parameter-varying Data-enabled Predictive Control of Cold Atmospheric Pressure Plasma Jets
   2025/07/11 by GhafGhanbari, Pegah, Lazar, Mircea, Velni, Javad Mohammadpour · 1 citation
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
9. Constraints-Informed Neural-Laguerre Approximation of Nonlinear MPC with Application in Power Electronics
   2024/09/14 by Duo Xu, Rody Aerts, Xu, Duo +5 · 1 citation
   Engineering · Computer Science · #Advanced Control Systems Optimization #Neural Networks and Applications #Fault Detection and Control Systems
10. Kernelized offset-free data-driven predictive control for nonlinear systems
    2024/11/27 by T. de Jong, Mircea Lazar, de Jong, Thomas Oliver +1 · 1 citation
    Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering