Search Results - "Picerno, Mario"

Real-Time Emission Prediction with Detailed Chemistry under Transient Conditions for Hardware-in-the-Loop Simulations by Picerno, Mario, Lee, Sung-Yong, Pasternak, Michal, Siddareddy, Reddy, Franken, Tim, Mauss, Fabian, Andert, Jakob

“…The increasing requirements to further reduce pollutant emissions, particularly with regard to the upcoming Euro 7 (EU7) legislation, cause further technical…”
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Automated function development for emission control with deep reinforcement learning by Koch, Lucas, Picerno, Mario, Badalian, Kevin, Lee, Sung-Yong, Andert, Jakob

“…The conventional automotive development process for embedded systems today is still time- and data-inefficient, and requires highly experienced software…”
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LExCI: A framework for reinforcement learning with embedded systems by Badalian, Kevin, Koch, Lucas, Brinkmann, Tobias, Picerno, Mario, Wegener, Marius, Lee, Sung-Yong, Andert, Jakob

“…Advances in artificial intelligence (AI) have led to its application in many areas of everyday life. In the context of control engineering, reinforcement…”
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Lean Approach for Virtual Calibration Using Hardware-in-the-Loop and Electronic Control Unit (ECU)-Capable Engine Simulation by Gottorf, Simon, Fryjan, Johannes, Leyens, Lucas, Picerno, Mario, Habermann, Knut, Pischinger, Stefan

“…The article presents the development of a lean approach for virtual electronic control unit (ECU) calibration. In this calibration method, virtual models are…”
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Lean Approach for Virtual C alibration Using Hardware-in-the-Loop and Electronic Control Unit -Capable Engine Simulation by Gottorf, Simon, Fryjan, Johannes, Leyens, Lucas, Picerno, Mario, Habermann, Knut, Pischinger, Stefan

“…The article presents the development of a lean approach for virtual electronic control unit (ECU) calibration. In this calibration method, virtual models are…”
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Assessment of the Influence of GDI Injection System Parameters on Soot Emission and Combustion Stability through a Numerical and Experimental Approach by Cavina, Nicolo, Businaro, Andrea, Moro, Davide, Di Gioia, Rita, Bonandrini, Giovanni, Papaleo, Domenico, Picerno, Mario

“…The next steps of the current European and US legislation, EURO 6c and LEV III, and the incoming new test cycles will impose more severe restrictions on…”
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Transfer of Reinforcement Learning-Based Controllers from Model- to Hardware-in-the-Loop by Picerno, Mario, Koch, Lucas, Badalian, Kevin, Wegener, Marius, Schaub, Joschka, Koch, Charles Robert, Andert, Jakob

“…The process of developing control functions for embedded systems is resource-, time-, and data-intensive, often resulting in sub-optimal cost and solutions…”
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LExCI: A Framework for Reinforcement Learning with Embedded Systems by Badalian, Kevin, Koch, Lucas, Brinkmann, Tobias, Picerno, Mario, Wegener, Marius, Lee, Sung-Yong, Andert, Jakob

“…Applied Intelligence (2024) Advances in artificial intelligence (AI) have led to its application in many areas of everyday life. In the context of control…”
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