| Performance analysis of decoupled cell association in multi-tier hybrid networks using real blockage environments OW Bhatti, H Suhail, U Akbar, SA Hassan, H Pervaiz, L Musavian, Q Ni 2017 13th International wireless communications and mobile computing …, 2017 | 13 | 2017 |
| Design space and frequency extrapolation: Using neural networks OW Bhatti, N Ambasana, M Swaminathan IEEE Microwave Magazine 22 (10), 22-36, 2021 | 10 | 2021 |
| Reinforcement learning for the optimization of decoupling capacitors in power delivery networks S Han, OW Bhatti, M Swaminathan 2021 IEEE International Joint EMC/SI/PI and EMC Europe Symposium, 544-548, 2021 | 9 | 2021 |
| Impedance response extrapolation of power delivery networks using recurrent neural networks OW Bhatti, M Swaminathan 2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging …, 2019 | 9 | 2019 |
| A knowledge based method for optimization of decoupling capacitors in power delivery networks S Han, OW Bhatti, M Swaminathan IEEE Transactions on Components, Packaging and Manufacturing Technology 12 …, 2022 | 7 | 2022 |
| Reinforcement learning for the optimization of power plane designs in power delivery networks S Han, OW Bhatti, M Swaminathan 2022 IEEE 31st Conference on Electrical Performance of Electronic Packaging …, 2022 | 6 | 2022 |
| Bayesian learning for uncertainty quantification, optimization, and inverse design M Swaminathan, OW Bhatti, Y Guo, E Huang, O Akinwande IEEE Transactions on Microwave Theory and Techniques 70 (11), 4620-4634, 2022 | 5 | 2022 |
| HilbertNet: A probabilistic machine learning framework for frequency response extrapolation of electromagnetic structures OW Bhatti, HM Torun, M Swaminathan IEEE Transactions on Electromagnetic Compatibility 64 (2), 405-417, 2021 | 5 | 2021 |
| Invertible neural networks for high-speed channel design & parameter distribution estimation N Ambasana, OW Bhatti, MA Dolatsara, M Swaminathan, X Yang, ... 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging …, 2021 | 4 | 2021 |
| Design space extrapolation for power delivery networks using a transposed convolutional net OW Bhatti, M Swaminathan 2021 22nd International Symposium on Quality Electronic Design (ISQED), 7-12, 2021 | 4 | 2021 |
| Surrogate modeling with complex-valued neural nets and its application to design of sub-THz patch antenna-in-package O Akinwande, OW Bhatti, KQ Huang, X Li, M Swaminathan 2023 IEEE/MTT-S International Microwave Symposium-IMS 2023, 423-426, 2023 | 3 | 2023 |
| Inverse design of power delivery networks using invertible neural networks OW Bhatti, N Ambasana, M Swaminathan 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging …, 2021 | 3 | 2021 |
| Reinforcement Learning Applied to the Optimization of Power Delivery Networks with Multiple Voltage Domains S Han, OW Bhatti, WJ Na, M Swaminathan 2023 IEEE MTT-S International Conference on Numerical Electromagnetic and …, 2023 | 2 | 2023 |
| Invertible neural networks for design of Broadband Active Mixers O Akinwande, O Waqar Bhatti, X Li, M Swaminathan Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 145-151, 2022 | 2 | 2022 |
| Comparison of invertible architectures for high speed channel design OW Bhatti, O Akinwande, N Ambasana, X Yang, PR Paladhi, WD Becker, ... 2021 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 1-3, 2021 | 2 | 2021 |
| Machine learning based uncertainty quantification of extrapolated design space and frequency response for rf structures OW Bhatti, N Ambasana, M Swaminathan 2021 IEEE MTT-S International Microwave Symposium (IMS), 16-19, 2021 | 2 | 2021 |
| Computation of maximum voltage droop in power delivery networks S Han, OW Bhatti, M Swaminathan IEEE Access 8, 197875-197884, 2020 | 2 | 2020 |
| Thermal-Aware SoC Macro Placement and Multi-chip Module Design Optimization with Bayesian Optimization M Molter, R Kumar, S Koller, OW Bhatti, N Ambasana, E Rosenbaum, ... 2023 IEEE 73rd Electronic Components and Technology Conference (ECTC), 935-942, 2023 | 1 | 2023 |
| Inverse design of embedded inductor with hierarchical invertible neural transport net O Akinwande, OW Bhatti, M Swaminathan 2022 IEEE 31st Conference on Electrical Performance of Electronic Packaging …, 2022 | 1 | 2022 |
| Design Space Extrapolation and Inverse Design using Machine Learning OW Bhatti Georgia Institute of Technology, 2022 | | 2022 |
Madhavan SwaminathanDept Head EE; William E. Leonhard Endowed Chair; Director CHIMES (an SRC JUMP 2.0 Center) Penn StateBestätigte E-Mail-Adresse bei psu.edu
