Machine learning based online full-chip heatmap estimation S Sadiqbatcha, Y Zhao, J Zhang, H Amrouch, J Henkel, SXD Tan 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 229-234, 2020 | 29 | 2020 |
Hot spot identification and system parameterized thermal modeling for multi-core processors through infrared thermal imaging S Sadiqbatcha, H Zhao, H Amrouch, J Henkel, SXD Tan 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 48-53, 2019 | 23 | 2019 |
Full-chip thermal map estimation for commercial multi-core CPUs with generative adversarial learning W Jin, S Sadiqbatcha, J Zhang, SXD Tan Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 22 | 2020 |
Em-gan: Data-driven fast stress analysis for multi-segment interconnects W Jin, S Sadiqbatcha, Z Sun, H Zhou, SXD Tan 2020 IEEE 38th International Conference on Computer Design (ICCD), 296-303, 2020 | 21 | 2020 |
Accelerating electromigration aging for fast failure detection for nanometer ICs Z Sun, S Sadiqbatcha, H Zhao, SXD Tan 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 623-630, 2018 | 20 | 2018 |
Particle swarm optimization for solving a class of type-1 and type-2 fuzzy nonlinear equations S Sadiqbatcha, S Jafarzadeh, Y Ampatzidis 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-5, 2017 | 19 | 2017 |
Real-time full-chip thermal tracking: A post-silicon, machine learning perspective S Sadiqbatcha, J Zhang, H Amrouch, SXD Tan IEEE Transactions on Computers 71 (6), 1411-1424, 2021 | 18 | 2021 |
Post-silicon heat-source identification and machine-learning-based thermal modeling using infrared thermal imaging S Sadiqbatcha, J Zhang, H Zhao, H Amrouch, J Henkel, SXD Tan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 18 | 2020 |
EMGraph: Fast learning-based electromigration analysis for multi-segment interconnect using graph convolution networks W Jin, L Chen, S Sadiqbatcha, S Peng, SXD Tan 2021 58th ACM/IEEE Design Automation Conference (DAC), 919-924, 2021 | 17 | 2021 |
Accelerating electromigration aging: Fast failure detection for nanometer ICs S Sadiqbatcha, Z Sun, SXD Tan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019 | 15 | 2019 |
Full-chip power density and thermal map characterization for commercial microprocessors under heat sink cooling J Zhang, S Sadiqbatcha, M O’Dea, H Amrouch, SXD Tan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 14 | 2021 |
EM-aware and lifetime-constrained optimization for multisegment power grid networks H Zhou, Z Sun, S Sadiqbatcha, N Chang, SXD Tan IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (4), 940-953, 2019 | 11 | 2019 |
Reliability based hardware Trojan design using physics-based electromigration models C Cook, S Sadiqbatcha, Z Sun, SXD Tan Integration 66, 9-15, 2019 | 9 | 2019 |
HAT-DRL: Hotspot-aware task mapping for lifetime improvement of multicore system using deep reinforcement learning J Zhang, S Sadiqbatcha, Y Gao, M O'Dea, N Yu, SXD Tan Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 77-82, 2020 | 8 | 2020 |
Saturation-volume estimation for multisegment copper interconnect wires Z Sun, S Sadiqbatcha, H Zhao, SXD Tan IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (7 …, 2019 | 8 | 2019 |
Hot-spot aware thermoelectric array based cooling for multicore processors J Zhang, S Sadiqbatcha, L Chen, C Thi, S Sachdeva, H Amrouch, ... Integration 89, 73-82, 2023 | 6 | 2023 |
Accurate power density map estimation for commercial multi-core microprocessors J Zhang, S Sadiqbatcha, W Jin, SXD Tan 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 6 | 2020 |
Interconnect electromigration modeling and analysis for nanometer ICs: From physics to full-chip S Tan, Z Sun, S Sadiqbatcha IPSJ Transactions on System and LSI Design Methodology 13, 42-55, 2020 | 6 | 2020 |
Accelerating electromigration wear-out effects based on configurable sink-structured wires S Sadiqbatcha, C Cook, Z Sun, SXD Tan 2018 15th International Conference on Synthesis, Modeling, Analysis and …, 2018 | 6 | 2018 |
Hot-Trim: Thermal and Reliability Management for Commercial Multicore Processors Considering Workload Dependent Hot Spots J Zhang, S Sadiqbatcha, SXD Tan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 4 | 2022 |