| 2025 | ICINCO | Approximating MPC Solutions Using Deep Neural Networks: Towards Application in Mechatronic Systems. | Edward Kikken, Jeroen Willems, Branimir Mrak, Bruno Depraetere |
| 2025 | ICINCO | Health-Aware Charging of Li-Ion Batteries Using MPC and Bayesian Degradation Models. | Taranjitsingh Singh, Jeroen Willems, Bruno Depraetere, Erik Hostens |
| 2025 | ICINCO | Reinforcement Learning for Model-Free Control of a Cooling Network with Uncertain Future Demands. | Jeroen Willems, Denis Steckelmacher, Wouter Scholte, Bruno Depraetere, Edward Kikken, Abdellatif Bey-Temsamani, Ann Now |
| 2023 | CoDIT | Optimal and Charge-Sustainable Energy Management Systems for Industrial DC Grids. | Taranjitsingh Singh, Jeroen Willems, Bruno Depraetere, Glenn Emmers, Thomas Vandenhove, Jeroen Stuyts |
| 2023 | ICINCO | A Clustering-Based Approach for Adaptive Control Applied to a Hybrid Electric Vehicle. | Rian Beck, Sudarsan Kumar Venkatesan, Joram Meskens, Jeroen Willems, Edward Kikken, Bruno Depraetere |
| 2023 | ICINCO | Probabilistic Physics-Augmented Neural Networks for Robust Control Applied to a Slider-Crank System. | Edward Kikken, Jeroen Willems, Rob Salaets, Erik Hostens |