| Machine learning augmented compact modeling for simultaneous improvement in computational speed and accuracy K Sheelvardhan, S Guglani, M Ehteshamuddin, S Roy, A Dasgupta IEEE Transactions on Electron Devices 71 (1), 239-245, 2023 | 11 | 2023 |
| Role of grain size on the effective resistivity of cu-graphene hybrid interconnects R Kumar, S Pathania, S Guglani, A Kumar, S Kumar, S Roy, BK Kaushik, ... 2020 IEEE 70th Electronic Components and Technology Conference (ECTC), 1620-1625, 2020 | 9 | 2020 |
| Design optimization Using Symmetric/Asymmetric Spacer for 14 nm Multi-Fin Tri-gate Fin-FET for Mid-Band 5G Applications J Patel, S Banchhor, S Guglani, A Dasgupta, S Roy, A Bulusu, ... 2022 35th International Conference on VLSI Design and 2022 21st …, 2022 | 8 | 2022 |
| A temperature and dielectric roughness-aware matrix rational approximation model for the reliability assessment of copper–graphene hybrid on-chip interconnects R Kumar, A Kumar, S Guglani, S Kumar, S Roy, BK Kaushik, R Sharma, ... IEEE Transactions on Components, Packaging and Manufacturing Technology 10 …, 2020 | 8 | 2020 |
| Exploring the impact of parametric variability on eye diagram of on-chip multi-walled carbon nanotube interconnects using fast machine learning techniques K Dimple, S Guglani, R Kumar, S Roy, BK Kaushik, S Kushwaha, ... 2022 IEEE 72nd Electronic Components and Technology Conference (ECTC), 981-986, 2022 | 6 | 2022 |
| Artificial neural network surrogate models for efficient design space exploration of 14-nm FinFETs S Guglani, J Patel, A Dasgupta, S Dasgupta, MY Kao, C Hu, S Roy 2022 Device Research Conference (DRC), 1-2, 2022 | 5 | 2022 |
| Modified knowledge-based neural networks using control variates for the fast uncertainty quantification of on-chip MWCNT interconnects K Dimple, S Guglani, A Dasgupta, R Sharma, S Roy, BK Kaushik IEEE Transactions on Electromagnetic Compatibility 65 (4), 1232-1246, 2023 | 4 | 2023 |
| A transfer learning approach to expedite training of artificial neural networks for variability-aware signal integrity analysis of MWCNT interconnects S Guglani, K Dimple, A Dasgupta, R Sharma, BK Kaushik, S Roy 2022 IEEE 31st Conference on Electrical Performance of Electronic Packaging …, 2022 | 4 | 2022 |
| Two-level multifidelity algorithm with dimension reduction for efficient uncertainty quantification of MWCNT interconnects S Guglani, S Roy IEEE Transactions on Electromagnetic Compatibility 63 (6), 1941-1950, 2021 | 4 | 2021 |
| A bilevel multi-fidelity polynomial chaos approach for the uncertainty quantification of MWCNT interconnect networks with variable imperfect contact resistances S Guglani, KM Dimple, S Roy, R Sharma, BK Kaushik IEEE Access 10, 109925-109936, 2022 | 3 | 2022 |
| Temperature-aware compact modeling for resistivity in ultra-scaled Cu-graphene hybrid interconnects R Kumar, S Kumar, S Guglani, S Roy, BK Kaushik, R Sharma, R Achar 2020 IEEE 24th Workshop on Signal and Power Integrity (SPI), 1-4, 2020 | 3 | 2020 |
| Variability aware FET model with physics knowledge based machine learning K Sheelvardhan, S Guglani, M Ehteshamuddin, S Roy, A Dasgupta 2023 7th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), 1-3, 2023 | 2 | 2023 |
| A multi-fidelity polynomial chaos approach for uncertainty quantification of MWCNT interconnect networks in the presence of imperfect contacts S Guglani, KM Dimple, BK Kaushik, S Roy, R Sharma 2021 IEEE 25th Workshop on Signal and Power Integrity (SPI), 1-4, 2021 | 2 | 2021 |
| Statistical analysis of temperature variability on the write efficiency of spin-orbit torque MRAM using polynomial chaos metamodels S Shreya, S Guglani, BK Kaushik, S Roy 2020 21st International Symposium on Quality Electronic Design (ISQED), 87-92, 2020 | 2 | 2020 |
| Artificial Neural Networks With Fast Transfer Learning for Statistical Signal Integrity Analysis of MWCNT and MLGNR Interconnect Networks S Guglani, AK Jakhar, K Dimple, A Sukhija, A Dasgupta, R Sharma, ... IEEE Transactions on Electromagnetic Compatibility, 2024 | 1 | 2024 |
| Machine Learning-Assisted Multiobjective Optimization of Advanced Node Gate-All-Around Transistor for Logic and RF Applications M Ehteshamuddin, K Sheelvardhan, A Kumar, S Guglani, S Roy, ... IEEE Transactions on Electron Devices, 2023 | 1 | 2023 |
| Prior knowledge accelerated transfer learning (PKI-TL) for machine learning assisted uncertainty quantification of MLGNR interconnect networks AK Jakhar, S Guglani, A Dasgupta, S Roy 2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging …, 2023 | 1 | 2023 |
| An Efficient Variability-Aware Control Variate-Assisted Neural Network Model for Advanced Nanoscale Transistors S Parandiyal, A Singh, K Sheelvardhan, S Guglani, M Ehteshamuddin, ... 2022 IEEE International Conference on Emerging Electronics (ICEE), 1-4, 2022 | 1 | 2022 |
| Predictor-Corrector algorithm with embedded dimension reduction for uncertainty quantification of MWCNT on-chip interconnect networks S Guglani, S Roy 2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging …, 2020 | 1 | 2020 |
| Development of improved predictor for expedited training of polynomial chaos metamodels of multi-walled carbon nanotube interconnects S Guglani, S Roy 2020 IEEE 24th Workshop on Signal and Power Integrity (SPI), 1-4, 2020 | 1 | 2020 |
Sourajeet RoyAssociate Professor, IIT Roorkee在 iitr.ac.in 的电子邮件经过验证
