Research Explorer

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Researcher

Arun Kaintura

Awards & Distinctions

7 Results

2020

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

Arun KainturaKyle Powers FossOdysseas ZografosIvo CouckuytAdrien VayssetTom DhaeneBart Soree

A1 Journal Article in ELECTRONICS

2019

Data-efficient machine learning for physics-based simulations

Arun KainturaTom DhaeneIvo Couckuyt

2018

Machine learning for fast characterization of magnetic logic devices

Arun KainturaKyle Powers FossIvo CouckuytTom DhaeneOdysseas ZografosAdrien VayssetBart Soree

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

Arun KainturaTom DhaeneDomenico Spina

A1 Journal Article in ELECTRONICS

2017

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

Arun KainturaDomenico SpinaIvo CouckuytLuc KnockaertWim BogaertsTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

Measurement uncertainty propagation in transistor model parameters via polynomial chaos expansion

Alessandra PetrocchiArun KainturaGustavo AvolioDomenico SpinaTom DhaeneAntonio RaffoDominique MM-P Schreurs

A1 Journal Article in IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS

2016

Comparison study of PC and kriging based surrogate modeling

Arun KainturaDomenico SpinaIvo CouckuytTom Dhaene