Machine learning-based fiber optic salinity sensor for temperature immunity

In this work, a simple optical fiber sensor is designed and fabricated to accurately predict the seawater salinity by the machine learning method. The test set R
²
is higher than 0.99 even when instrument requirements are not stringent or temperature perturbations are present.