FacetModeller: Software for manual creation, manipulation and analysis of 3D surface-based models PG Lelièvre, AE Carter-McAuslan, MW Dunham, DJ Jones, M Nalepa, ... SoftwareX 7, 41-46, 2018 | 34* | 2018 |
Application of 3D marine controlled-source electromagnetic finite-element forward modeling to hydrocarbon exploration in the Flemish Pass Basin offshore Newfoundland, Canada MW Dunham, SM Ansari, CG Farquharson Geophysics 83 (2), WB33-WB49, 2018 | 33* | 2018 |
Improved well log classification using semisupervised Gaussian mixture models and a new hyper-parameter selection strategy MW Dunham, A Malcolm, JK Welford Computers & Geosciences 140, 104501, 2020 | 31 | 2020 |
Improved well-log classification using semisupervised label propagation and self-training, with comparisons to popular supervised algorithms MW Dunham, A Malcolm, J Kim Welford Geophysics 85 (1), O1-O15, 2020 | 30 | 2020 |
Improved well log classification using semi-supervised algorithms MW Dunham, A Malcolm, JK Welford SEG International Exposition and Annual Meeting, D043S136R006, 2019 | 10 | 2019 |
A seismic petrophysical classification study of the 2-D SEAM model using semisupervised techniques and detrended attributes MW Dunham, AE Malcolm, JK Welford Geophysical Journal International 227 (2), 1123-1142, 2021 | 4 | 2021 |
Toward a semisupervised machine learning application to seismic facies classification M Dunham, A Malcolm, JK Welford EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5, 2020 | 3 | 2020 |
Predictive lithology mapping using semisupervised learning: Practical insights using a case study from New South Wales, Australia MW Dunham, A Malcolm, JK Welford Geophysics 88 (3), JM1-JM17, 2023 | 1 | 2023 |
Semisupervised machine learning algorithms and their application to geoscience classification problems MW Dunham Memorial University of Newfoundland, 2022 | 1 | 2022 |
Are seismic attributes still helpful for deep learning? MW Dunham First International Meeting for Applied Geoscience & Energy, 1561-1565, 2021 | 1 | 2021 |
Characterization of 1D electrical anisotropy with application to hydrogeologic parameters M Dunham, Y Li SEG International Exposition and Annual Meeting, SEG-2014-1440, 2014 | 1 | 2014 |
Using Classifiers to Identify the Underlying Physics of a Dataset AE Malcolm, MW Dunham AGU Fall Meeting Abstracts 2020, S052-0008, 2020 | | 2020 |