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Kallol Roy
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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
362019
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
302020
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
92019
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
92019
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
72021
Pretrained Language Models are Symbolic Mathematics Solvers too!
K Noorbakhsh, M Sulaiman, M Sharif, K Roy, P Jamshidi
62021
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
62018
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
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
52020
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
22021
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
2023
Water quality prediction of copper-molybdenum mining-beneficiation wastewater based on the PSO-SVR model
Xiaohua Fu, Qingxing Zheng, Guomin Jiang, Kallol Roy, Lei Huang, Chang Liu ...
International Journal of Environmental Research and Public Health, 2022
2022
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain
S Modar, K Roy
arxiv, 2022
2022
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
2022
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, 1971, 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
Quantum Algorithmic Engineering with Photonic Integrated Circuits
R Kallol
2018
Tractable Bayesian Learning for Automated Design of Electromagnetic Structures
KJH Ramesh Patel, Kallol Roy, Jaesik Choi
21st International Conference on the Computation of Electromagnetic Fields …, 2017
2017
Searching for Topological Symmetry in Data Haystack
K Roy, A Tong, J Choi
arXiv:1603.03703v1, 2016
2016
Dynamical Decoherence Control of Atomic Spin Ensemble
TS Kallol Roy, Biswajit Das, R. Srikanth, Bimalendu Dev
23rd International Conference on Current Developments in Atomic, Molecular …, 2012
2012
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Articles 1–20