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Kallol Roy
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Architecture, chip, and package codesign flow for interposer-based 2.5-D chiplet integration enabling heterogeneous IP reuse
J Kim, G Murali, H Park, E Qin, H Kwon, VCK Chekuri, NM Rahman, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (11 …, 2020
482020
Architecture, chip, and package co-design flow for 2.5 D IC design enabling heterogeneous IP reuse
J Kim, G Murali, H Park, E Qin, H Kwon, V Chaitanya, K Chekuri, N Dasari, ...
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
472019
SI/PI-Database of PCB-Based Interconnects for Machine Learning Applications
M Schierholz, A Sánchez-Masís, A Carmona-Cruz, X Duan, K Roy, ...
IEEE Access (Early Access), 1-1, 2021
192021
Pretrained Language Models are Symbolic Mathematics Solvers too!
K Noorbakhsh, M Sulaiman, M Sharif, K Roy, P Jamshidi
132021
Inverse design of transmission lines with deep learning
K Roy, MA Dolatsara, HM Torun, R Trinchero, M Swaminathan
2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging …, 2019
132019
Design of high-speed links via a machine learning surrogate model for the inverse problem
R Trinchero, MA Dolatsara, K Roy, M Swaminathan, FG Canavero
2019 Electrical Design of Advanced Packaging and Systems (EDAPS), 1-3, 2019
122019
Water quality prediction of copper-molybdenum mining-beneficiation wastewater based on the PSO-SVR model
JCZW Xiaohua Fu, Qingxing Zheng, Guomin Jiang, Kallol Roy, Lei Huang, Chang ...
Frontiers of Environmental Science & Engineering 17, 2023
72023
Comparison of collaborative versus extended artificial neural networks for PDN design
M Schierholz, C Yang, K Roy, M Swaminathan, C Schuster
2020 IEEE 24th Workshop on Signal and Power Integrity (SPI), 1-4, 2020
72020
Preliminary application of deep learning to design space exploration
K Roy, HT Mert, M Swaminathan
2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium …, 2018
72018
Generative design of electromagnetic structures through Bayesian learning
R Patel, K Roy, J Choi, KJ Han
IEEE Transactions on Magnetics 54 (3), 1-4, 2017
62017
ANN Hyperparameter Optimization by Genetic Algorithms for Via Interconnect Classification
CS Allan Sanchez-Masis, Allan Carmona-Cruz, Morten Schierholz, Xiaomin Duan ...
25th IEEE Workshop on Signal and Power Integrity (SPI 2021), 2021
52021
Stress and Adaptation: Applying Anna Karenina Principle in Deep Learning for Image Classification
RK Mahmoud Nesma, Antson Hanna, Choi Jaesik, Shimmi Osamu
arxiv, 2023
1*2023
Application of Machine Learning: Controlling Preparation of Environmental Materials and Carbon Neutrality
LH Zhenxing Wang, Yunjun Yu, Kallol Roy, Cheng Gao
International Journal of Environmental Research and Public Health, 2023
12023
Scribble and α-Catenin cooperatively regulate epithelial homeostasis and growth
Y Huang, J Gui, SM Myllymäki, K Roy, T Tõnissoo, ML Mikkola, O Shimmi
Frontiers in Cell and Developmental Biology 10, 912001, 2022
12022
Pre-Trained Language Transformers are Universal Image Classifiers
R Goel, M Sulaiman, K Noorbakhsh, M Sharifi, R Sharma, P Jamshidi, ...
arXiv preprint arXiv:2201.10182, 2022
12022
Deep learning in water protection of resources, environment, and ecology: achievement and challenges
NTAMZW Xiaohua Fu, Jie Jiang, Xie Wu, Lei Huang, Rui Han, Kun Li, Chang Liu ...
Environmental Science and Pollution Research, 2024
2024
The Fairness Stitch: Unveiling the Potential of Model Stitching in Neural Network De-Biasing
KR Modar Sulaiman
arxiv, 2023
2023
FNNs models for Regression of S-Parameters in Multilayer Interconnects with different Electrical Lengths
CS Allan Sánchez-Masís, Renato Rimolo-Donadio, Kallol Roy, Modar Sulaiman
2023 IEEE MTT-S Latin America Microwave Conference (LAMC), 2023
2023
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain
S Modar, K Roy
arxiv, 2022
2022
Inverse Modeling for the Design of High-Speed Digital Links via LS-SVM Regression
FGC R. Trinchero, M. Ahadi Dolatsara, K. Roy, M. Swaminathan
5th Workshop on Uncertainty Modelling for Electromagnetic Applications …, 2020
2020
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