Think, Act, Learn: A Framework for Autonomous Robotic Agents using Closed-Loop Large Language Models. - Menon, Anjali R.; Sharma, Rohit K.; Singh, Priya; Wang, Chengyu; Ferreira, Aurora M.; Novak, Mateja (CoRR, 2025)

Cooperative Decision-Making Approach for Multiobjective Finite Control Set Model Predictive Control Without Weighting Parameters. - Xie, Haotian; Novak, Mateja; Wang, Fengxiang; Dragicevic, Tomislav; Rodríguez, José; Blaabjerg, Frede; Kennel, Ralph; Heldwein, Marcelo Lobo (IEEE Trans. Ind. Electron., 2024)

Modular Modeling and Statistical Validation for Grid-Connected FS-MPC-Controlled Matrix Converters. - Novak, Mateja; Grobelna, Iwona; Nyman, Ulrik; Szczesniak, Pawel; Blaabjerg, Frede (IEEE Trans. Ind. Electron., 2023)

Supervised Imitation Learning of Finite-Set Model Predictive Control Systems for Power Electronics. - Novak, Mateja; Dragicevic, Tomislav (IEEE Trans. Ind. Electron., 2021)

Optimal Cost Function Parameter Design in Predictive Torque Control (PTC) Using Artificial Neural Networks (ANN). - Novak, Mateja; Xie, Haotian; Dragicevic, Tomislav; Wang, Fengxiang; Rodríguez, José; Blaabjerg, Frede (IEEE Trans. Ind. Electron., 2021)

Analytical Design and Performance Validation of Finite Set MPC Regulated Power Converters. - Novak, Mateja; Nyman, Ulrik; Dragicevic, Tomislav; Blaabjerg, Frede (IEEE Trans. Ind. Electron., 2019)

Weighting Factor Design in Model Predictive Control of Power Electronic Converters: An Artificial Neural Network Approach. - Dragicevic, Tomislav; Novak, Mateja (IEEE Trans. Ind. Electron., 2019)

Finite Set MPC Algorithm for Achieving Thermal Redistribution in a Neutral-Point-Clamped Converter. - Novak, Mateja; Dragicevic, Tomislav; Blaabjerg, Frede (2018)

Model of three level neutral point clamped converter (NPC) for grid connected photovoltaic systems. - Novak, Mateja; Sunde, Viktor; Jakopovic, Zeljko (2015)