Concepedia

Michael J. Pyrcz

MJ

43

Publications

2.2K

Citations

23

H-Index

2000

Active since

Affiliations

The University of Texas at Austin(Current)

University of Alberta

Chevron (United States)

Bureau of Economic Analysis

Bureau of Economic Geology

Michael J. Pyrcz is an author at The University of Texas at Austin specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningCivil EngineeringGeographyHydrologyDeep LearningReservoir ModelingEarth SciencePattern Recognition

Publications per year

2000–2024

43

Publications

43

Architecture of turbidite channel systems on the continental slope: Patterns and predictions

T. McHargue, Michael J. Pyrcz, Morgan D. Sullivan et al. · Marine and Petroleum Geology · 2010 · 352 citations

Geophysics, Marine Geology, Basin Evolution +12

PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media

Javier E. Santos, Duo Xu, Honggeun Jo et al. · Advances in Water Resources · 2020 · 225 citations

Pore Structure, Convolutional Neural Network, Engineering +7

Fast evaluation of well placements in heterogeneous reservoir models using machine learning

Azor Nwachukwu, Hoonyoung Jeong, Michael J. Pyrcz et al. · Journal of Petroleum Science and Engineering · 2018 · 138 citations

Engineering, Machine Learning, Data Science +11

ALLUVSIM: A program for event-based stochastic modeling of fluvial depositional systems

Michael J. Pyrcz, Jeff Boisvert, Clayton V. Deutsch · Computers & Geosciences · 2009 · 120 citations

Hydrogeology, Earth Science, Engineering +12

Stochastic surface-based modeling of turbidite lobes

Michael J. Pyrcz, Octavian Catuneanu, Clayton V. Deutsch · AAPG Bulletin · 2005 · 111 citations

Stochastic Surface-based Modeling, Engineering, Geomorphology +25

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