Toward an open-source digital flow: First learnings from the openroad project T Ajayi, VA Chhabria, M Fogaça, S Hashemi, A Hosny, AB Kahng, M Kim, ... Proceedings of the 56th Annual Design Automation Conference 2019, 1-4, 2019 | 187 | 2019 |
OpenROAD: Toward a self-driving, open-source digital layout implementation tool chain T Ajayi, D Blaauw Proceedings of Government Microcircuit Applications and Critical Technology …, 2019 | 113 | 2019 |
Thermal and IR drop analysis using convolutional encoder-decoder networks VA Chhabria, V Ahuja, A Prabhu, N Patil, P Jain, SS Sapatnekar Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 62 | 2021 |
Template-based PDN synthesis in floorplan and placement using classifier and CNN techniques VA Chhabria, AB Kahng, M Kim, U Mallappa, SS Sapatnekar, B Xu 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 44-49, 2020 | 37 | 2020 |
MAVIREC: ML-aided vectored IR-drop estimation and classification VA Chhabria, Y Zhang, H Ren, B Keller, B Khailany, SS Sapatnekar 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 33 | 2021 |
Impact of self-heating on performance and reliability in FinFET and GAAFET designs VA Chhabria, SS Sapatnekar 20th International Symposium on Quality Electronic Design (ISQED), 235-240, 2019 | 30 | 2019 |
Analytical modeling of transient electromigration stress based on boundary reflections MA Al Shohel, VA Chhabria, N Evmorfopoulos, SS Sapatnekar 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-8, 2021 | 22 | 2021 |
BeGAN: Power grid benchmark generation using a process-portable GAN-based methodology VA Chhabria, K Kunal, M Zabihi, SS Sapatnekar 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-8, 2021 | 21 | 2021 |
ECO-CHIP: Estimation of Carbon Footprint of Chiplet-based Architectures for Sustainable VLSI CC Sudarshan, N Matkar, S Vrudhula, SS Sapatnekar, VA Chhabria 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 18* | 2024 |
From global route to detailed route: ML for fast and accurate wire parasitics and timing prediction VA Chhabria, W Jiang, AB Kahng, SS Sapatnekar Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 7-14, 2022 | 14 | 2022 |
A new, computationally efficient “Blech criterion” for immortality in general interconnects MA Al Shohel, VA Chhabria, SS Sapatnekar 2021 58th ACM/IEEE Design Automation Conference (DAC), 913-918, 2021 | 12 | 2021 |
CircuitOps: An ML Infrastructure Enabling Generative AI for VLSI Circuit Optimization R Liang, A Agnesina, G Pradipta, VA Chhabria, H Ren 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-6, 2023 | 10 | 2023 |
OpenROAD-Assistant: An open-source large language model for physical design tasks U Sharma, BY Wu, SRD Kankipati, VA Chhabria, A Rovinski Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning …, 2024 | 8 | 2024 |
OpeNPDN: a neural-network-based framework for power delivery network synthesis VA Chhabria, SS Sapatnekar IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 8 | 2021 |
EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD BY Wu, U Sharma, SRD Kankipati, A Yadav, BK George, SR Guntupalli, ... arXiv preprint arXiv:2405.06676, 2024 | 7 | 2024 |
Exploiting 2.5 D/3D Heterogeneous Integration for AI Computing Z Wang, J Sun, A Goksoy, SK Mandal, Y Liu, J Seo, C Chakrabarti, ... 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 758-764, 2024 | 6 | 2024 |
2023 ICCAD CAD Contest Problem C: Static IR Drop Estimation Using Machine Learning GSP Kadagala, VA Chhabria 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-5, 2023 | 6 | 2023 |
A machine learning approach to improving timing consistency between global route and detailed route VA Chhabria, W Jiang, AB Kahng, SS Sapatnekar ACM Transactions on Design Automation of Electronic Systems 29 (1), 1-25, 2023 | 5 | 2023 |
GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions CC Sudarshan, A Arora, VA Chhabria arXiv preprint arXiv:2311.12396, 2023 | 5 | 2023 |
Encoder-decoder networks for analyzing thermal and power delivery networks VA Chhabria, V Ahuja, A Prabhu, N Patil, P Jain, SS Sapatnekar ACM Transactions on Design Automation of Electronic Systems 28 (1), 1-27, 2022 | 5 | 2022 |