Reconstruction, optimization, and design of heterogeneous materials and media: Basic principles, computational algorithms, and applications
Modeling of heterogeneous materials and media is a problem of fundamental importance to
a wide variety of phenomena with applications to many disciplines, ranging from condensed …
a wide variety of phenomena with applications to many disciplines, ranging from condensed …
Fluvial facies models: recent developments
JS Bridge - 2006 - pubs.geoscienceworld.org
Recent development of fluvial facies models has been due to improved description of
natural river and floodplain processes and deposits using:(1) ground-penetrating radar …
natural river and floodplain processes and deposits using:(1) ground-penetrating radar …
Conditional simulation of complex geological structures using multiple-point statistics
S Strebelle - Mathematical geology, 2002 - Springer
In many earth sciences applications, the geological objects or structures to be reproduced
are curvilinear, eg, sand channels in a clastic reservoir. Their modeling requires multiple …
are curvilinear, eg, sand channels in a clastic reservoir. Their modeling requires multiple …
[BOOK][B] Rivers and floodplains: forms, processes, and sedimentary record
JS Bridge - 2003 - books.google.com
Rivers and Floodplains is concerned with the origin, geometry, water flow, sediment
transport, erosion and deposition associated with modern alluvial rivers and floodplains …
transport, erosion and deposition associated with modern alluvial rivers and floodplains …
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior
We present an application of deep generative models in the context of partial differential
equation constrained inverse problems. We combine a generative adversarial network …
equation constrained inverse problems. We combine a generative adversarial network …
Development of subsurface geological cross-section from limited site-specific boreholes and prior geological knowledge using iterative convolution XGBoost
The delineation of vertical geological cross-sections is an essential task in geotechnical site
characterization and has a profound impact on subsequent geotechnical designs and …
characterization and has a profound impact on subsequent geotechnical designs and …
Optimization of nonconventional well type, location, and trajectory
The determination of the optimal type, location, and trajectory of a nonconventional well is
extremely challenging. The problem is more complicated than other well optimization …
extremely challenging. The problem is more complicated than other well optimization …
Closed-loop reservoir management
JD Jansen, SD Douma, DR Brouwer… - SPE Reservoir …, 2009 - onepetro.org
Closed-loop reservoir management is a combination of model-based optimization and data
assimilation (computer-assisted history matching), also referred to as 'real-time reservoir …
assimilation (computer-assisted history matching), also referred to as 'real-time reservoir …
Stochastic simulation of patterns using distance-based pattern modeling
The advent of multiple-point geostatistics (MPS) gave rise to the integration of complex
subsurface geological structures and features into the model by the concept of training …
subsurface geological structures and features into the model by the concept of training …
Generating geologically realistic 3D reservoir facies models using deep learning of sedimentary architecture with generative adversarial networks
This paper proposes a novel approach for generating 3-dimensional complex geological
facies models based on deep generative models. It can reproduce a wide range of …
facies models based on deep generative models. It can reproduce a wide range of …