Including Physics in Deep Learning - An example from 4D seismic pressure saturation inversion. - Jesper Sören Dramsch; Gustavo Corte; Hamed Amini; Colin MacBeth; Mikael Lüthje (CoRR, 2019)

Complex-valued neural networks for machine learning on non-stationary physical data. - Jesper Sören Dramsch; Mikael Lüthje; Anders Nymark Christensen (Comput. Geosci., 2021)

Deep Unsupervised 4-D Seismic 3-D Time-Shift Estimation With Convolutional Neural Networks. - Jesper Sören Dramsch; Anders Nymark Christensen; Colin MacBeth; Mikael Lüthje (IEEE Trans. Geosci. Remote. Sens., 2022)