| 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 | 56 | 2020 |
| An ultra-low-cost electroporator with microneedle electrodes (ePatch) for SARS-CoV-2 vaccination D Xia, R Jin, G Byagathvalli, H Yu, L Ye, CY Lu, MS Bhamla, C Yang, ... Proceedings of the National Academy of Sciences 118 (45), e2110817118, 2021 | 43 | 2021 |
| Surface roughness modeling of substrate integrated waveguide in D-band M Yi, S Li, H Yu, W Khan, C Ulusoy, A Vera-Lopez, J Papapolymerou, ... IEEE Transactions on Microwave Theory and Techniques 64 (4), 1209-1216, 2016 | 32 | 2016 |
| Modeling of voltage-controlled oscillators including I/O behavior using augmented neural networks H Yu, H Chalamalasetty, M Swaminathan IEEE Access 7, 38973-38982, 2019 | 29 | 2019 |
| Machine-learning approach for design of nanomagnetic-based antennas C Gianfagna, H Yu, M Swaminathan, R Pulugurtha, R Tummala, ... Journal of Electronic Materials 46, 4963-4975, 2017 | 24 | 2017 |
| Repeater insertion to reduce delay and power in copper and carbon nanotube-based nanointerconnects WS Zhao, PW Liu, H Yu, Y Hu, G Wang, M Swaminathan IEEE Access 7, 13622-13633, 2019 | 22 | 2019 |
| 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 | 21 | 2019 |
| Behavioral modeling of tunable I/O drivers with preemphasis including power supply noise H Yu, T Michalka, M Larbi, M Swaminathan IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28 (1), 233-242, 2019 | 18 | 2019 |
| Investigation of surface roughness effects for D-band SIW transmission lines on LCP substrate S Li, M Yi, S Pavlidis, H Yu, M Swaminathan, J Papapolymerou 2017 IEEE Radio and Wireless Symposium (RWS), 121-124, 2017 | 17 | 2017 |
| 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 | 16 | 2020 |
| Dynamic thermal management for 3-D ICs with time-dependent power map using microchannel cooling and machine learning YS Li, H Yu, H Jin, TE Sarvey, H Oh, MS Bakir, M Swaminathan, EP Li IEEE Transactions on Components, Packaging and Manufacturing Technology 9 (7 …, 2019 | 13 | 2019 |
| Behavioral modeling of steady-state oscillators with buffers using neural networks H Yu, H Chalamalasetty, M Swaminathan 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging …, 2018 | 13 | 2018 |
| A nonlinear behavioral modeling approach for voltage-controlled oscillators using augmented neural networks H Yu, M Swaminathan, C Ji, D White 2018 IEEE/MTT-S International Microwave Symposium-IMS, 551-554, 2018 | 13 | 2018 |
| A method for creating behavioral models of oscillators using augmented neural networks H Yu, M Swaminathan, C Ji, D White 2017 IEEE 26th Conference on Electrical Performance of Electronic Packaging …, 2017 | 11 | 2017 |
| Preliminary application of machine-learning techniques for thermal-electrical parameter optimization in 3-D IC SJ Park, H Yu, M Swaminathan 2016 IEEE International Symposium on Electromagnetic Compatibility (EMC …, 2016 | 11 | 2016 |
| Invertible neural networks for inverse design of CTLE in high-speed channels MA Dolatsara, H Yu, JA Hejase, WD Becker, M Swaminathan 2020 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 1-3, 2020 | 9 | 2020 |
| Behavioral modeling of pre-emphasis drivers including power supply noise using neural networks H Yu, J Shin, T Michalka, M Larbi, M Swaminathan 2019 IEEE 10th Latin American Symposium on Circuits & Systems (LASCAS), 37-40, 2019 | 5 | 2019 |
| Behavioral modeling of tunable I/O drivers with pre-emphasis using neural networks H Yu, J Shin, T Michalka, M Larbi, M Swaminathan 20th International Symposium on Quality Electronic Design (ISQED), 247-252, 2019 | 4 | 2019 |
| Polynomial chaos modeling for jitter estimation in high-speed links MA Dolatsara, H Yu, JA Hejase, WD Becker, M Swaminathan 2018 IEEE International Test Conference (ITC), 1-10, 2018 | 3 | 2018 |
| Machine learning for 3D-IC electric-thermal simulation and management YS Li, EP Li, H Yu, H Oh, MS Bakir, M Swaminathan 2018 IEEE International Conference on Computational Electromagnetics (ICCEM …, 2018 | 3 | 2018 |
Madhavan SwaminathanDept Head EE; William E. Leonhard Endowed Chair; Director CHIMES (an SRC JUMP 2.0 Center) Penn StateVerified email at psu.edu
