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Hakki M. Torun
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Year
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
1192019
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
1152018
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
842018
RFID backscattering in long-range scenarios
F Amato, HM Torun, GD Durgin
IEEE Transactions on Wireless Communications 17 (4), 2718-2725, 2018
702018
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
582020
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
512020
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
512019
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
322020
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
222019
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
212019
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
192017
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
182018
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
162020
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
152018
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
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
132019
Chiplet/interposer co-design for power delivery network optimization in heterogeneous 2.5-D ICs
J Kim, VCK Chekuri, NM Rahman, MA Dolatsara, HM Torun, ...
IEEE Transactions on Components, Packaging and Manufacturing Technology 11†…, 2021
122021
Multicomponent material property characterization of atherosclerotic human carotid arteries through a Bayesian Optimization based inverse finite element approach
SG Torun, HM Torun, HHG Hansen, CL de Korte, AFW van der Steen, ...
journal of the mechanical behavior of biomedical materials 126, 104996, 2022
102022
Multicomponent mechanical characterization of atherosclerotic human coronary arteries: an experimental and computational hybrid approach
S Guvenir Torun, HM Torun, HHG Hansen, G Gandini, I Berselli, ...
Frontiers in Physiology 12, 733009, 2021
102021
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
102018
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