Dr. Ilya Tsvankin and recent alum Dr. Sagar Singh are co-authors, along with their colleagues from CWP sponsor Shell, on a new publication titled: “Physics-guided unsupervised deep learning seismic inversion with uncertainty quantification.” Check out their work in the Journal of Seismic Exploration: http://www.geophysical-press.com/online/Vol32-3_art4.pdf