| A global Bayesian optimization algorithm and its application to integrated system design HM Torun, M Swaminathan, AK Davis, MLF Bellaredj IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (4), 792-802, 2018 | 101 | 2018 |
| High-dimensional global optimization method for high-frequency electronic design HM Torun, M Swaminathan IEEE Transactions on Microwave Theory and Techniques 67 (6), 2128-2142, 2019 | 89 | 2019 |
| Machine learning and uncertainty quantification for surrogate models of integrated devices with a large number of parameters R Trinchero, M Larbi, HM Torun, FG Canavero, M Swaminathan IEEE Access 7, 4056-4066, 2018 | 63 | 2018 |
| RFID backscattering in long-range scenarios F Amato, HM Torun, GD Durgin IEEE Transactions on Wireless Communications 17 (4), 2718-2725, 2018 | 61 | 2018 |
| Demystifying machine learning for signal and power integrity problems in packaging M Swaminathan, HM Torun, H Yu, JA Hejase, WD Becker IEEE Transactions on Components, Packaging and Manufacturing Technology 10 …, 2020 | 43 | 2020 |
| 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 | 37 | 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 | 32 | 2020 |
| A Bayesian framework for optimizing interconnects in high-speed channels HM Torun, M Larbi, M Swaminathan 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and …, 2018 | 16 | 2018 |
| A spectral convolutional net for co-optimization of integrated voltage regulators and embedded inductors HM Torun, H Yu, N Dasari, VCK Chekuri, A Singh, J Kim, SK Lim, ... 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 15 | 2019 |
| Beyond the limits of classic backscattering communications: A quantum tunneling RFID tag F Amato, HM Torun, GD Durgin 2017 IEEE International Conference on RFID (RFID), 20-25, 2017 | 15 | 2017 |
| Heterogeneous integration for artificial intelligence: Challenges and opportunities S Mukhopadhyay, Y Long, B Mudassar, CS Nair, BH DeProspo, ... IBM Journal of Research and Development 63 (6), 4: 1-4: 1, 2019 | 14 | 2019 |
| Bayesian active learning for uncertainty quantification of high speed channel signaling HM Torun, JA Hejase, J Tang, WD Beckert, M Swaminathan 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging …, 2018 | 14 | 2018 |
| Machine learning driven advanced packaging and miniaturization of IoT for wireless power transfer solutions HM Torun, C Pardue, MLF Belleradj, AK Davis, M Swaminathan 2018 IEEE 68th Electronic Components and Technology Conference (ECTC), 2374-2381, 2018 | 14 | 2018 |
| Design of SIW filters in D-band using invertible neural nets H Yu, HM Torun, MU Rehman, M Swaminathan 2020 IEEE/MTT-S International Microwave Symposium (IMS), 72-75, 2020 | 13 | 2020 |
| Causal and passive parameterization of S-parameters using neural networks HM Torun, AC Durgun, K Aygün, M Swaminathan IEEE Transactions on Microwave Theory and Techniques 68 (10), 4290-4304, 2020 | 12 | 2020 |
| 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 | 10 | 2019 |
| RF wireless power transfer using integrated inductor CA Pardue, MLF Bellaredj, HM Torun, M Swaminathan, P Kohl, AK Davis IEEE Transactions on Components, Packaging and Manufacturing Technology 9 (5 …, 2018 | 7 | 2018 |
| Black-box optimization of 3D integrated systems using machine learning HM Torun, M Swaminathan 2017 IEEE 26th Conference on Electrical Performance of Electronic Packaging …, 2017 | 7 | 2017 |
| Enforcing causality and passivity of neural network models of broadband S-parameters HM Torun, AC Durgun, K Aygün, M Swaminathan 2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging …, 2019 | 6 | 2019 |
| Automated generation of all-digital I/0 library cells for system-in-package integration of multiple dies M Lee, A Singh, HM Torun, J Kim, S Lim, M Swaminathan, ... 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging …, 2018 | 6 | 2018 |
Madhavan SwaminathanJohn Pippin Chair in Microsystems Packaging and Electromagnetics, School of ECEVerified email at ece.gatech.edu
