Sören Dittmer - PhD completed!
Abstract This thesis’s primary focus is on the application of deep learning methods to inverse problems. More specifically, it tries to advance the application of inverse problems for cases where straight [...] training data. The thesis begins by introducing basic concepts concerning inverse problems, deep learning, and the latter’s application to the former. The second part of the thesis presents five papers [...] propagating through networks, the latter four are concerned with the direct application of deep learning methods to inverse problems. Two of these four papers – one more theoretical, the other focusing