Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Generalizable Framework of Unpaired Domain Transfer and Deep Learning for the Processing of Real-Tim

Journal Article · · Phys. Rev. Appl.
Research Organization:
Advanced Photon Source (APS), Argonne National Laboratory (ANL), Argonne, IL (US)
Sponsoring Organization:
DOE - Office Of Science; FOREIGN
OSTI ID:
1856363
Journal Information:
Phys. Rev. Appl., Journal Name: Phys. Rev. Appl. Journal Issue: (3) Vol. 17
Country of Publication:
United States
Language:
ENGLISH

References (73)

Digital rock physics: 3D imaging of core material and correlations to acoustic and flow properties journal January 2009
Digital Rock Segmentation for Petrophysical Analysis With Reduced User Bias Using Convolutional Neural Networks journal February 2020
A Laboratory Evaluation of the Wettability of Fifty Oil-Producing Reservoirs journal December 1972
Making a “Completely Blind” Image Quality Analyzer journal March 2013
Approximating Permeability of Microcomputed-Tomography Images Using Elliptic Flow Equations journal February 2019
Public perception of carbon capture and storage (CCS): A review journal October 2014
No-Reference Image Quality Assessment in the Spatial Domain journal December 2012
Hydrogen and fuel cells: Towards a sustainable energy future journal December 2008
Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation journal January 2016
Multiscale Characterization of Wettability in Porous Media journal May 2021
Real-time synchrotron-based X-ray computed microtomography during in situ emulsification journal December 2020
Effect of Flexibility and Nanotriboelectrification on the Dynamic Reversibility of Water Intrusion into Nanopores: Pressure-Transmitting Fluid with Frequency-Dependent Dissipation Capability journal October 2019
Computations of permeability of large rock images by dual grid domain decomposition journal April 2019
Physical, chemical and energy aspects of underground hydrogen storage journal January 1979
Modeling the velocity field during Haines jumps in porous media journal March 2015
Improving image quality in fast, time-resolved micro-CT by weighted back projection journal October 2020
Geochemical reactions-induced hydrogen loss during underground hydrogen storage in sandstone reservoirs journal June 2021
Stochastic modeling of coal fracture network by direct use of micro-computed tomography images journal June 2017
An experimental study on the noise properties of x-ray CT sinogram data in Radon space journal June 2008
X-ray Microcomputed Tomography (µCT) for Mineral Characterization: A Review of Data Analysis Methods journal March 2019
Effect of CT image size and resolution on the accuracy of rock property estimates: EFFECT OF CT IMAGE SCALE journal May 2017
Time-resolved synchrotron X-ray micro-tomography datasets of drainage and imbibition in carbonate rocks journal December 2018
Porous Media Characterization Using Minkowski Functionals: Theories, Applications and Future Directions journal November 2018
Modeling Oil Recovery in Mixed-Wet Rocks: Pore-Scale Comparison Between Experiment and Simulation journal November 2018
Authigenic minerals related to wettability and their impacts on oil accumulation in tight sandstone reservoirs: An example from the Lower Cretaceous Quantou Formation in the southern Songliao Basin, China journal July 2019
Hierarchical macro-nanoporous metals for leakage-free high-thermal conductivity shape-stabilized phase change materials journal July 2020
Image-based fracture pipe network modelling for prediction of coal permeability journal June 2020
Evaluation of noise removal algorithms for imaging and reconstruction of vascular networks using micro-CT journal August 2016
Pore-scale characterization of carbon dioxide storage at immiscible and near-miscible conditions in altered-wettability reservoir rocks journal February 2021
Accelerated Computation of Relative Permeability by Coupled Morphological and Direct Multiphase Flow Simulation journal January 2020
Synchrotron-based X-ray tomographic microscopy for rock physics investigations journal January 2013
Euler-Poincaré characteristics of classes of disordered media journal February 2001
Quantitative analysis of numerical estimates for the permeability of porous media from lattice-Boltzmann simulations journal November 2010
Fast laboratory-based micro-computed tomography for pore-scale research: Illustrative experiments and perspectives on the future journal September 2016
A review on clay wettability: From experimental investigations to molecular dynamics simulations journal November 2020
Segmentation of digital rock images using deep convolutional autoencoder networks journal May 2019
Influence of Clay Wettability Alteration on Relative Permeability journal September 2020
Deep learning in pore scale imaging and modeling journal April 2021
Beyond the Paris Agreement: Climate change policy negotiations and future directions: Beyond the Paris Agreement journal June 2017
The Impact of Pore Size and Pore Connectivity on Single-Phase Fluid Flow in Porous Media journal November 2010
Predictions of permeability, surface area and average dissolution rate during reactive transport in multi-mineral rocks journal November 2018
Scaling of Dynamic Contact Angles in a Lattice-Boltzmann Model journal June 2007
Calibrated X-ray micro-tomography for mineral ore quantification journal August 2017
Digital rock physics: numerical prediction of pressure-dependent ultrasonic velocities using micro-CT imaging: Digital rock physics journal April 2012
Cleat-scale characterisation of coal: An overview journal March 2017
A Method for Modeling Noise in Medical Images journal October 2004
Hydrogen underground storage—Petrographic and petrophysical variations in reservoir sandstones from laboratory experiments under simulated reservoir conditions journal November 2018
Impact of mineralogical heterogeneity on reactive transport modelling journal July 2017
Health, Safety and Environmental Risks of Underground Co2 Storage – Overview of Mechanisms and Current Knowledge journal January 2006
Pore-scale imaging and modelling journal January 2013
Techniques for image enhancement and segmentation of tomographic images of porous materials journal August 2004
Fast direct flow simulation in porous media by coupling with pore network and Laplace models journal April 2021
Underground hydrogen storage: Characteristics and prospects journal May 2019
From connected pathway flow to ganglion dynamics journal May 2015
X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems journal January 2013
Real-time 3D imaging of Haines jumps in porous media flow journal February 2013
Applications of nonlocal means algorithm in low-dose X-ray CT image processing and reconstruction: A review journal March 2017
Development of a Digital Rock Physics workflow for the analysis of sandstones and tight rocks journal July 2017
A review: Deep learning for medical image segmentation using multi-modality fusion journal September 2019
The Paris Agreement on Climate Change: Behind Closed Doors journal August 2016
Digital rock physics benchmarks—Part I: Imaging and segmentation journal January 2013
Fast X-ray Micro-Tomography of Multiphase Flow in Berea Sandstone: A Sensitivity Study on Image Processing journal September 2014
A review on image segmentation techniques journal September 1993
A Brief Survey on Semantic Segmentation with Deep Learning journal September 2020
Paris Agreement climate proposals need a boost to keep warming well below 2 °C journal June 2016
Underground hydrogen storage: A comprehensive review journal September 2020
Dynamic X-ray micotomography of microfibrous cellulose liquid foams using deep learning journal February 2022
Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks journal June 2019
Resolution and Limitations of X-Ray Micro-CT with Applications to Sandstones and Limestones journal April 2019
Modeling two-phase flow in PEM fuel cell channels journal May 2008
Effect of Saturation and Image Resolution on Representative Elementary Volume and Topological Quantification: An Experimental Study on Bentheimer Sandstone Using Micro-CT journal April 2021
Capillary trapping for geologic carbon dioxide storage – From pore scale physics to field scale implications journal September 2015
Giant Effect of Negative Compressibility in a Water–Porous Metal–CO 2 System for Sensing Applications journal August 2020

Similar Records

Mosaic flows: A transferable deep learning framework for solving PDEs on unseen domains
Journal Article · Mon Jan 31 19:00:00 EST 2022 · Computer Methods in Applied Mechanics and Engineering · OSTI ID:1837379

Efficient Generalizable Deep Learning
Technical Report · Sat Sep 01 00:00:00 EDT 2018 · OSTI ID:1760400

PhaseGAN: a deep-learning phase-retrieval approach for unpaired datasets
Journal Article · Tue Jun 08 20:00:00 EDT 2021 · Optics Express · OSTI ID:1839044

Related Subjects