Research Areas
- Design and optimization of efficient machine learning hardware-software architectures
- Design and optimization of efficient machine learning hardware-software architectures
- Machine learning for eletronic design automation (EDA) of integrated circuits and systems
- Explainability of AI
- Neuromorphic computing
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Research Projects
- Reliability and Robustness Enhancement of RRAM-based Neuromorphic Computing, DFG research grant, 2022-2025
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Academic CV
- Since 2022 Assistant Professor (Tenure Track) for Hardware for Artificial Intelligence, TU Darmstadt
- 2018-2022 Group Leader on Heterogeneous Computing, TU Munich
- 2014-2018 Dr.-Ing. in Electrical and Computer Engineering (summa cum laude), TU Munich
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Awards and Prizes
- 2024 Best Artifact Award, International Symposium on Machine Learning for CAD (MLCAD)
- 2024 2×Best Paper Award Nomination, Design Automation and Test in Europe (DATE)
- 2023 Best Paper Award Nomination, Design Automation and Test in Europe (DATE)
- 2019 Walter Gademann Preis for outstanding dissertation, TU Munich
- 2019 Dr.-Wilhelmy-VDI-Preis for outstanding dissertation, Germany
- 2016 Best Paper Award Nomination, ACM/IEEE Design Automation Conference (DAC)
- 2016 Silver Medal in ACM Student Research Competition on Electronic Design Automation
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