Daniela Sanchez Lopera

17 papers A 1C 1Misc 3Journal 3Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	An Automated Exhaustive Fault Analysis Technique guided by Processor Formal Verification Methods. ISQED Endri Kaja, Nicolas Gerlin, Bihan Zhao, Daniela Sanchez Lopera, Jad Al Halabi, Azam Sher Khan, Sebastian Prebeck, Dominik Stoffel, Wolfgang Kunz, Wolfgang Ecker
2024	—	`conf`	Fake Timer: An Engine for Accurate Timing Estimation in Register Transfer Level Designs. ISQED Daniela Sanchez Lopera, Robert Kunzelmann, Endri Kaja, Wolfgang Ecker
2024	—	`conf`	Leveraging Large Language Models for the Automated Documentation of Hardware Designs. MECO Saruni Fernando, Robert Kunzelmann, Daniela Sanchez Lopera, Jad Al Halabi, Wolfgang Ecker
2023	Misc	`conf`	MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling. ICASSP Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2023	Misc	`conf`	Special Session: Machine Learning for Embedded System Design. CODES+ISSS Erika S. Alcorta, Andreas Gerstlauer, Chenhui Deng, Qi Sun, Zhiru Zhang, Ceyu Xu, Lisa Wu Wills, Daniela Sanchez Lopera, Wolfgang Ecker, Siddharth Garg, Jiang Hu
2023	—	`conf`	Using Graph Neural Networks for Timing Estimations of RTL Intermediate Representations. MLCAD Daniela Sanchez Lopera, Ishwor Subedi, Wolfgang Ecker
2022	A	`conf`	Applying GNNs to Timing Estimation at RTL. ICCAD Daniela Sanchez Lopera, Wolfgang Ecker
2022	J	`jnl`	Early RTL delay prediction using neural networks. Microprocess. Microsystems Daniela Sanchez Lopera, Lorenzo Servadei, Sebastian Siegfried Prebeck, Wolfgang Ecker
2022	—	`conf`	Industrial Experience with Open-Source EDA Tools. MLCAD Christian Lück, Daniela Sanchez Lopera, Sven Wenzek, Wolfgang Ecker
2022	Misc	`conf`	Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar. ICASSP Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
2022	J	`jnl`	MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling. CoRR Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2021	—	`conf`	A Survey of Graph Neural Networks for Electronic Design Automation. MLCAD Daniela Sanchez Lopera, Lorenzo Servadei, Gamze Naz Kiprit, Souvik Hazra, Robert Wille, Wolfgang Ecker
2021	C	`conf`	Aspect-Oriented Design Automation with Model Transformation. VLSI-SoC Zhao Han, Deyan Wang, Gabriel Rutsch, Bowen Li, Sebastian Siegfried Prebeck, Daniela Sanchez Lopera, Keerthikumara Devarajegowda, Wolfgang Ecker
2021	J	`jnl`	Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar. CoRR Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
2021	—	`conf`	RTL Delay Prediction Using Neural Networks. NorCAS Daniela Sanchez Lopera, Lorenzo Servadei, Vishwa Priyanka Kasi, Sebastian Siegfried Prebeck, Wolfgang Ecker
2021	—	`conf`	Transformative Hardware Design Following the Model-Driven Architecture Vision. VLSI-SoC (Selected Papers) Zhao Han, Gabriel Rutsch, Deyan Wang, Bowen Li, Sebastian Siegfried Prebeck, Daniela Sanchez Lopera, Keerthikumara Devarajegowda, Wolfgang Ecker
2020	—	`conf`	SoC Design Automation with ML - It's Time for Research. MLCAD Vijay Deep Bhatt, Wolfgang Ecker, Volkan Esen, Zhao Han, Daniela Sanchez Lopera, Rituj Patel, Lorenzo Servadei, Sahil Singla, Sven Wenzek, Vijaydeep Yadav, Elena Zennaro