September 27, 2021 to October 1, 2021
ECT* - Trento
Europe/Rome timezone

Machine learning in optical metrology

Sep 29, 2021, 10:50 AM
50m
Aula Renzo Leonardi (ECT* - Trento)

Aula Renzo Leonardi

ECT* - Trento

Strada delle Tabarelle, 286 38123 - Villazzano (TN) Italy

Speaker

Dr Barak Bringlotz (Sight Diagnostics, Israel)

Description

Optical metrology is a technology for high-precision and high-accuracy characterization of samples through the measurement of optical images and signals. An important ingredient in this characterization is the optical modeling of the data which often involves the solution of the corresponding Maxwell equations or approximations thereof. Another technique for modeling optical signals is machine/deep learning based, and in this talk I will describe when such data-driven modeling is appropriate. In particular, I will describe the use-case of blood diagnostics through optical metrology which we implement at Sight Diagnostics ® , and discuss how we overcame few of the challenges we faced in our R&D.

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