Prapti Tala

Initial condition recovery in nonlinear damped viscous photoacoustic tomography using a convolutional neural network-guided gradient-free optimization framework

This work investigates the inverse problem of recovering the initial pressure distribution from boundary measurements in the presence of nonlinear acoustic propagation and viscous attenuation effects and develops a hybrid reconstruction framework that combines a convolutional neural network with a gradient-free optimiz...