| Automated function development for emission control with deep reinforcement learning L Koch, M Picerno, K Badalian, SY Lee, J Andert Engineering Applications of Artificial Intelligence 117, 105477, 2023 | 13 | 2023 |
| Real-time emission prediction with detailed chemistry under transient conditions for hardware-in-the-loop simulations M Picerno, SY Lee, M Pasternak, R Siddareddy, T Franken, F Mauss, ... Energies 15 (1), 261, 2021 | 12 | 2021 |
| Co-simulation of multi-domain engine and its integrated control for transient driving cycles M Picerno, SY Lee, J Schaub, M Ehrly, F Millo, M Scassa, J Andert IFAC-PapersOnLine 53 (2), 13982-13987, 2020 | 10 | 2020 |
| Lean approach for virtual calibration using hardware-in-the-loop and electronic control unit (ECU)-Capable engine simulation S Gottorf, J Fryjan, L Leyens, M Picerno, K Habermann, S Pischinger SAE International Journal of Engines 14 (4), 531-542, 2021 | 7 | 2021 |
| Virtual Powertrain Simulation: X-in-the-Loop Methods for Concept and Software Development M Picerno, SY Lee, M Ehrly, J Schaub, J Andert 21. Internationales Stuttgarter Symposium: Automobil-und Motorentechnik, 531-545, 2021 | 6 | 2021 |
| LExCI: A framework for reinforcement learning with embedded systems K Badalian, L Koch, T Brinkmann, M Picerno, M Wegener, SY Lee, ... Applied Intelligence 54 (17), 8384-8398, 2024 | 2 | 2024 |
| Turbocharger control for emission reduction based on deep reinforcement learning M Picerno, L Koch, K Badalian, SY Lee, J Andert IFAC-PapersOnLine 56 (2), 8266-8271, 2023 | 2 | 2023 |
| Kalibrierung von Motorsteuergeräten mittels virtueller Methoden SY Lee, M Picerno, J Andert, M Ehrly, J Schaub, F Schu, R Maquet, ... Experten-Forum Powertrain: Simulation und Test 2020: Ganzheitliche …, 2021 | 2 | 2021 |
| Data-Driven Parametric Optimization for Pre-Calibration of Internal Combustion Engine Controls M Meli, Z Wang, S Sterlepper, M Picerno, S Pischinger Available at SSRN 4990405, 2024 | 1 | 2024 |
| Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop M Picerno, L Koch, K Badalian, M Wegener, J Schaub, CR Koch, J Andert arXiv preprint arXiv:2310.17671, 2023 | 1 | 2023 |
| Plant modelling of engine and aftertreatment systems for X-in-the-loop simulations with detailed chemistry M Pasternak, RB Siddareddy, L León de Syniawa, V Guenther, M Picerno, ... International Congress of Automotive and Transport Engineering, 151-163, 2024 | | 2024 |
| Turbocharger Control for Emission Reduction Based on Deep Reinforcement Learning SYLJ Andert, M Picerno, L Koch, K Badalian, SY Lee, J Andert, ... | | 2023 |
| Co-Simulation of Multi-Domain Engine and Integrated Control Model for Transient Predictive Driving Cycle Simulation M Picerno Politecnico di Torino, 2019 | | 2019 |
Jakob AndertMechatronics in Mobile PropulsionПодтвержден адрес электронной почты в домене mmp.rwth-aachen.de
