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Michael William Dunham
Michael William Dunham
Colorado School of Mines; Memorial University of Newfoundland
Verified email at mun.ca
Title
Cited by
Cited by
Year
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
32*2018
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
32*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
302020
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
242020
Improved well log classification using semi-supervised algorithms
MW Dunham, A Malcolm, JK Welford
SEG International Exposition and Annual Meeting, D043S136R006, 2019
102019
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
42021
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
42020
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
12023
Semisupervised machine learning algorithms and their application to geoscience classification problems
MW Dunham
Memorial University of Newfoundland, 2022
12022
Are seismic attributes still helpful for deep learning?
MW Dunham
First International Meeting for Applied Geoscience & Energy, 1561-1565, 2021
12021
Characterization of 1D electrical anisotropy with application to hydrogeologic parameters
M Dunham, Y Li
SEG International Exposition and Annual Meeting, SEG-2014-1440, 2014
12014
Using Classifiers to Identify the Underlying Physics of a Dataset
AE Malcolm, MW Dunham
AGU Fall Meeting Abstracts 2020, S052-0008, 2020
2020
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