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Sai Surya Kiran Pentapati
Sai Surya Kiran Pentapati
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
TP-GNN: A graph neural network framework for tier partitioning in monolithic 3D ICs
YC Lu, SSK Pentapati, L Zhu, K Samadi, SK Lim
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
602020
Macro-3D: A physical design methodology for face-to-face-stacked heterogeneous 3D ICs
L Bamberg, A García-Ortiz, L Zhu, S Pentapati, SK Lim
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 37-42, 2020
322020
Antiferroelectric negative capacitance from a structural phase transition in zirconia
M Hoffmann, Z Wang, N Tasneem, A Zubair, PV Ravindran, M Tian, ...
Nature communications 13 (1), 1228, 2022
302022
The law of attraction: Affinity-aware placement optimization using graph neural networks
YC Lu, S Pentapati, SK Lim
Proceedings of the 2021 International Symposium on Physical Design, 7-14, 2021
292021
Pin-3D: A physical synthesis and post-layout optimization flow for heterogeneous monolithic 3D ICs
SSK Pentapati, K Chang, V Gerousis, R Sengupta, SK Lim
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
262020
VLSI placement optimization using graph neural networks
YC Lu, S Pentapati, SK Lim
Proceedings of the 34th Advances in Neural Information Processing Systems …, 2020
172020
A logic-on-memory processor-system design with monolithic 3-D technology
S Pentapati, L Zhu, L Bamberg, A García-Ortiz, SK Lim
IEEE Micro 39 (6), 38-45, 2019
152019
Snap-3D: A constrained placement-driven physical design methodology for face-to-face-bonded 3D ICs
P Vanna-Iampikul, C Shao, YC Lu, S Pentapati, SK Lim
Proceedings of the 2021 International Symposium on Physical Design, 39-46, 2021
142021
A general framework for VLSI tool parameter optimization with deep reinforcement learning
A Agnesina, S Pentapati, SK Lim
NeurIPS 2020 Workshop on Machine Learning for Systems, 2020
122020
A fast learning-driven signoff power optimization framework
YC Lu, S Nath, SSK Pentapati, SK Lim
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
122020
Cross-domain optimization of ferroelectric parameters for negative capacitance transistors—Part I: Constant supply voltage
S Pentapati, R Perumal, S Khandelwal, M Hoffmann, SK Lim, AI Khan
IEEE Transactions on Electron Devices 67 (1), 365-370, 2019
102019
A machine learning-powered tier partitioning methodology for monolithic 3-D ICs
YC Lu, S Pentapati, L Zhu, G Murali, K Samadi, SK Lim
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
82021
High-performance logic-on-memory monolithic 3-D IC designs for arm Cortex-A processors
L Zhu, L Bamberg, SSK Pentapati, K Chang, F Catthoor, D Milojevic, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (6 …, 2021
82021
Modeling and benchmarking back end of the line technologies on circuit designs at advanced nodes
V Huang, J Kim, S Pentapati, SK Lim, A Naeemi
2020 IEEE International Interconnect Technology Conference (IITC), 37-39, 2020
72020
Optimal ferroelectric parameters for negative capacitance field-effect transistors based on full-chip implementations—Part II: Scaling of the supply voltage
S Pentapati, R Perumal, S Khandelwal, AI Khan, SK Lim
IEEE Transactions on Electron Devices 67 (1), 371-376, 2019
62019
Eco-gnn: Signoff power prediction using graph neural networks with subgraph approximation
YC Lu, S Nath, S Pentapati, SK Lim
ACM Transactions on Design Automation of Electronic Systems 28 (4), 1-22, 2023
52023
Metal layer sharing: A routing optimization technique for monolithic 3D ICs
S Pentapati, SK Lim
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (9 …, 2022
52022
ML-based wire rc prediction in monolithic 3d ics with an application to full-chip optimization
SSK Pentapati, BW Ku, SK Lim
Proceedings of the 2021 International Symposium on Physical Design, 75-82, 2021
52021
A fast learningdriven signoff power optimization framework. In 2020 IEEE
YC Lu, S Nath, SSK Pentapati, SK Lim
ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020
52020
Road to high-performance 3D ICs: Performance optimization methodologies for monolithic 3D ICs
K Chang, S Pentapati, DE Shim, SK Lim
Proceedings of the International Symposium on Low Power Electronics and …, 2018
52018
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Articles 1–20