Effects of Learning Parameters on Learning Procedure and Performance of a BPNN. - Hengchang Dai; Colin MacBeth (Neural Networks, 1997)

Inversion of Fracture Parameters by Using the Artificial Neural Network. - Hengchang Dai; Xiang-Yang Li; Colin MacBeth (IC-AI, 1999)

Binary 4D seismic history matching, a metric study. - Romain Louis Chassagne; Dennis Obidegwu; Julien Dambrine; Colin MacBeth (Comput. Geosci., 2016)

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)

Fast assimilation of frequently acquired 4D seismic data for reservoir history matching. - Zhen Yin; Tao Feng; Colin MacBeth (Comput. Geosci., 2019)

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)