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Optical oxygen sensing with artificial intelligence
Umberto Michelucci, Michael Baumgartner, Francesca Venturini
Luminescence-based sensors for measuring oxygen concentration are widely used both in industry and research due to the practical advantages and sensitivity of this type of sensing.…
Multi-Task Learning for Multi-Dimensional Regression: Application to Luminescence Sensing
Umberto, Michelucci, Francesca Venturini
The classical approach to non-linear regression in physics, is to take a mathematical model describing the functional dependence of the dependent variable from a set of independent…
Dual oxygen and temperature luminescence learning sensor with parallel inference
Francesca Venturini, Umberto Michelucci, Michael Baumgartner
A well-known approach to the optical measure of oxygen is based on the quenching of luminescence by molecular oxygen. The main challenge for this measuring method is the developmen…