Conditioning well data to rule-based lobe model by machine learning with a generative adversarial network

PoreFlow-Net: a 3D c`onvolutional neural network to predict fluid flow through porous media

(2020) Javier E. Santos et al.   ADVANCES IN WATER RESOURCES

Robust Rule-Based Aggradational Lobe Reservoir Models

(2019) Honggeun Jo et al.   Natural Resources Research

Parametric generation of conditional geological realizations using generative neural networks

(2019) Shing Chan et al.   COMPUTATIONAL GEOSCIENCES

Generating geologically realistic 3D reservoir facies models using deep learning of sedimentary architecture with generative adversarial networks

(2019) Tuan-Feng Zhang et al.   Petroleum Science

Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network

(2018) Eric Laloy et al.   WATER RESOURCES RESEARCH

Research on the architecture of submarine-fan lobes in the Niger Delta Basin, offshore West Africa

(2016) Jia-Jia Zhang et al.   Journal of Palaeogeography-English

Stratigraphic rule-based reservoir modeling

(2015) Michael J. Pyrcz et al.  

Improved geostatistical models of inclined heterolithic strata for McMurray Formation, Alberta, Canada

(2013) Mehran M. Hassanpour et al.   AAPG BULLETIN

Conditioning Surface-Based Geological Models to Well and Thickness Data

(2013) Antoine Bertoncello et al.   Mathematical Geosciences

Flow-Deposit Interaction in Submarine Lobes: Insights from Outcrop Observations and Realizations of a Process-Based Numerical Model

(2010) R. M. Groenenberg et al.   JOURNAL OF SEDIMENTARY RESEARCH

Combining geologic-process models and geostatistics for conditional simulation of 3-D subsurface heterogeneity

(2010) H. A. Michael et al.   WATER RESOURCES RESEARCH

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

(2009) M.J. Pyrcz et al.   COMPUTERS & GEOSCIENCES

Stochastic surface modeling of deepwater depositional systems for improved reservoir models

(2009) X. Zhang et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Compensational Stacking of Channelized Sedimentary Deposits

(2009) K. M. Straub et al.   JOURNAL OF SEDIMENTARY RESEARCH

Dimensions and architecture of late Pleistocene submarine lobes off the northern margin of East Corsica

(2008) MARK E. DEPTUCK et al.   SEDIMENTOLOGY