| 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 | 49 | 2019 |
| 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 | 47 | 2020 |
| 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 | 20 | 2021 |
| Pretrained Language Models are Symbolic Mathematics Solvers too! K Noorbakhsh, M Sulaiman, M Sharif, K Roy, P Jamshidi | 13 | 2021 |
| 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 | 13 | 2019 |
| 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 | 13 | 2019 |
| 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 | 8 | 2023 |
| 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 | 7 | 2020 |
| 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 | 7 | 2018 |
| 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 | 6 | 2017 |
| 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 | 5 | 2021 |
| 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 | 1 | 2023 |
| 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 | 1 | 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 | 1 | 2022 |
| 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 |
Madhavan SwaminathanDept Head EE; William E. Leonhard Endowed Chair; Director CHIMES (an SRC JUMP 2.0 Center) Penn StateVerified email at psu.edu
