Arun Kaintura

Arun Kaintura, Domenico Spina (UGent) , Ivo Couckuyt (UGent) , Luc Knockaert (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2017) ENGINEERING WITH COMPUTERS. 33(4). p.935-949

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Journal Article
A1
open access

Measurement uncertainty propagation in transistor model parameters via polynomial chaos expansion

Alessandra Petrocchi, Arun Kaintura, Gustavo Avolio, Domenico Spina (UGent) , Tom Dhaene (UGent) , Antonio Raffo and Dominique MM-P Schreurs

(2017) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 27(6). p.572-574

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Conference Paper
C3
open access

Comparison study of PC and kriging based surrogate modeling

Arun Kaintura, Domenico Spina (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2016) p.1-1

Academic Bibliography

Arun Kaintura

Fast characterization of input-output behavior of non-charge-based logic devices by machine learning

Data-efficient machine learning for physics-based simulations

Machine learning for fast characterization of magnetic logic devices

Review of polynomial chaos-based methods for uncertainty quantification in modern integrated circuits

A Kriging and stochastic collocation ensemble for uncertainty quantification in engineering applications

Measurement uncertainty propagation in transistor model parameters via polynomial chaos expansion

Comparison study of PC and kriging based surrogate modeling

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