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Km Dimple
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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
62022
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, 2023
42023
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
42022
Diffusion least mean square algorithm for identification of iir system present in each node of a wireless sensor networks
K Dimple, DK Kotary, SJ Nanda
Computational Intelligence in Data Mining: Proceedings of the International …, 2019
42019
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
32022
An incremental RLS for distributed parameter estimation of IIR systems present in computing nodes of a wireless sensor network
K Dimple, DK Kotary, SJ Nanda
Procedia computer science 115, 699-706, 2017
32017
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
22021
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
12024
Optimization of Eye Diagram Characteristics of MLGNR Interconnect Networks Using Fast ML Assisted Evolutionary Algorithm
K Dimple, M Ehteshamuddin, S Guglani, A Dasgupta, S Roy, BK Kaushik
2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 1-3, 2023
2023
A bilevel multi-fidelity polynomial chaos approach for the uncertainty quantification of MWCNT interconnect networks with variable imperfect contact resistances
BK Kaushik, R Sharma, S Guglani, KM Dimple, S Roy
2022
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