High Spatial Resolution Distributed High Temperature Sensing with Single Crystal Fiber Enabled by a Physical Model-Assisted Hybrid Neural Network

A 4.43 cm high spatial resolution Raman distributed high temperature sensing system using single-crystal fiber was achieved via a physical model-assisted hybrid neural network combined with CNN and Bi-LSTM, overcoming the hardware limitations.