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Hakki M. Torun
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Year
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
1012018
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
892019
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
632018
RFID backscattering in long-range scenarios
F Amato, HM Torun, GD Durgin
IEEE Transactions on Wireless Communications 17 (4), 2718-2725, 2018
612018
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
432020
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
372019
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
322020
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
162018
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
152019
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
152017
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
142019
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
142018
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
142018
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
132020
Causal and passive parameterization of S-parameters using neural networks
HM Torun, AC Durgun, K AygŁn, M Swaminathan
IEEE Transactions on Microwave Theory and Techniques 68 (10), 4290-4304, 2020
122020
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
102019
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
72018
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
72017
Enforcing causality and passivity of neural network models of broadband S-parameters
HM Torun, AC Durgun, K AygŁn, M Swaminathan
2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging†…, 2019
62019
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
62018
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