Hakki Mert Torun

High-Dimensional Global Optimization Method for High-Frequency Electronic Design

Hakki Mert Torun, Madhavan Swaminathan · IEEE Transactions on Microwave Theory and Techniques · 2019 · 137 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +17

A Global Bayesian Optimization Algorithm and Its Application to Integrated System Design

Hakki Mert Torun, Madhavan Swaminathan, Anto Kavungal Davis et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2018 · 117 citations

Large-scale Global Optimization, Integrated System Design, Engineering +14

Machine Learning and Uncertainty Quantification for Surrogate Models of Integrated Devices With a Large Number of Parameters

Riccardo Trinchero, Mourad Larbi, Hakki Mert Torun et al. · IEEE Access · 2018 · 100 citations · Full text

Engineering, Machine Learning, Complex Systems +16

Architecture, Chip, and Package Codesign Flow for Interposer-Based 2.5-D Chiplet Integration Enabling Heterogeneous IP Reuse

Jinwoo Kim, Gauthaman Murali, Heechun Park et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2020 · 90 citations

Hardware Modeling, Engineering, Computer Architecture +16

Demystifying Machine Learning for Signal and Power Integrity Problems in Packaging

Madhavan Swaminathan, Hakki Mert Torun, Huan Yu et al. · IEEE Transactions on Components Packaging and Manufacturing Technology · 2020 · 84 citations

Artificial Intelligence, Power Integrity Problems, Engineering +18