Colin MacBeth

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 4

Top Topics

Empirical Mode Decomposition

Pattern Matching

Convolutional Neural Networks

Top Venues

Comput. Geosci.

IEEE Trans. Geosci. Remote. Sens.

Publications

Jesper Sören Dramsch, Anders Nymark Christensen, Colin MacBeth, Mikael Lüthje
Deep Unsupervised 4-D Seismic 3-D Time-Shift Estimation With Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jesper Sören Dramsch, Gustavo Corte, Hamed Amini, Colin MacBeth, Mikael Lüthje
Including Physics in Deep Learning - An example from 4D seismic pressure saturation inversion. CoRR (2019)
Zhen Yin, Tao Feng, Colin MacBeth
Fast assimilation of frequently acquired 4D seismic data for reservoir history matching. Comput. Geosci. 128 (2019)
Romain Chassagne, Dennis Obidegwu, Julien Dambrine, Colin MacBeth
Binary 4D seismic history matching, a metric study. Comput. Geosci. 96 (2016)
Hengchang Dai, Xiang-Yang Li, Colin MacBeth
Inversion of Fracture Parameters by Using the Artificial Neural Network. IC-AI (1999)
Hengchang Dai, Colin MacBeth
Effects of Learning Parameters on Learning Procedure and Performance of a BPNN. Neural Networks 10 (8) (1997)