Referenceless Characterisation of Complex Media Using Physics-Informed Neural Networks (JM4A.43)
Presenter: Suraj Goel, Heriot-Watt University
We accurately characterize the transmission matrices of complex scattering media using a physics-informed, multi-plane neural network (MPNN) without a known reference field. Our method is extremely noise-robust and can characterize a cascade of transmission matrices.
Authors:Suraj Goel, Heriot-Watt University / Claudio Conti, University Sapienza / Saroch Leedumrongwatthanakun, Heriot-Watt University / Mehul Malik, Heriot-Watt University