An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network
出版年份 2022 全文链接
标题
An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network
作者
关键词
-
出版物
JOURNAL OF HYDROLOGY
Volume 610, Issue -, Pages 127844
出版商
Elsevier BV
发表日期
2022-04-22
DOI
10.1016/j.jhydrol.2022.127844
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- U-net generative adversarial network for subsurface facies modeling
- (2021) Chengkai Zhang et al. COMPUTATIONAL GEOSCIENCES
- Hydrogeophysical Characterization of Nonstationary DNAPL Source Zones by Integrating a Convolutional Variational Autoencoder and Ensemble Smoother
- (2021) Xueyuan Kang et al. WATER RESOURCES RESEARCH
- Geological Facies modeling based on progressive growing of generative adversarial networks (GANs)
- (2021) Suihong Song et al. COMPUTATIONAL GEOSCIENCES
- Image recognition model based on deep learning for remaining oil recognition from visualization experiment
- (2021) Yanwei Wang et al. FUEL
- Efficient Discretization‐Independent Bayesian Inversion of High‐Dimensional Multi‐Gaussian Priors Using a Hybrid MCMC
- (2021) Sebastian Reuschen et al. WATER RESOURCES RESEARCH
- Bayesian Inversion of Multi‐Gaussian Log‐Conductivity Fields With Uncertain Hyperparameters: An Extension of Preconditioned Crank‐Nicolson Markov Chain Monte Carlo With Parallel Tempering
- (2021) Sinan Xiao et al. WATER RESOURCES RESEARCH
- Application of upscaling methods for fluid flow and mass transport in multi-scale heterogeneous media: A critical review
- (2021) Xiaoying Zhang et al. APPLIED ENERGY
- Stage‐Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification
- (2021) Chuanjun Zhan et al. GEOPHYSICAL RESEARCH LETTERS
- An Improved Tandem Neural Network Architecture for Inverse Modeling of Multicomponent Reactive Transport in Porous Media
- (2021) Junjun Chen et al. WATER RESOURCES RESEARCH
- How does resolution of sedimentary architecture data affect plume dispersion in multiscale and hierarchical systems?
- (2020) Zhenxue Dai et al. JOURNAL OF HYDROLOGY
- A Tree‐Based Direct Sampling Method for Stochastic Surface and Subsurface Hydrological Modeling
- (2020) Chen Zuo et al. WATER RESOURCES RESEARCH
- Integration of Adversarial Autoencoders With Residual Dense Convolutional Networks for Estimation of Non‐Gaussian Hydraulic Conductivities
- (2020) Shaoxing Mo et al. WATER RESOURCES RESEARCH
- Hybrid geological modeling: Combining machine learning and multiple-point statistics
- (2020) Tao Bai et al. COMPUTERS & GEOSCIENCES
- Identification of rock pore structures and permeabilities using electron microscopy experiments and deep learning interpretations
- (2020) Qingyang Yu et al. FUEL
- Generative adversarial network as a stochastic subsurface model reconstruction
- (2020) Leonardo Azevedo et al. COMPUTATIONAL GEOSCIENCES
- Reactive chemical transport simulations of geologic carbon sequestration: Methods and applications
- (2020) Zhenxue Dai et al. EARTH-SCIENCE REVIEWS
- A comparison between ES-MDA and restart EnKF for the purpose of the simultaneous identification of a contaminant source and hydraulic conductivity
- (2020) Teng Xu et al. JOURNAL OF HYDROLOGY
- Recent developments combining ensemble smoother and deep generative networks for facies history matching
- (2020) Smith W. A. Canchumuni et al. COMPUTATIONAL GEOSCIENCES
- Multiple-Point Statistics Simulation Models: Pretty Pictures or Decision-Making Tools?
- (2020) Sebastien Strebelle Mathematical Geosciences
- Deep‐Learning‐Based Inverse Modeling Approaches: A Subsurface Flow Example
- (2020) Nanzhe Wang et al. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Toward Retrieving Distributed Aquifer Hydraulic Parameters From Distributed Strain Sensing
- (2020) Yi Zhang et al. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Development of a deep learning-based model for the entire production process of steam-assisted gravity drainage (SAGD)
- (2020) Yanwei Wang et al. FUEL
- A Style-Based Generator Architecture for Generative Adversarial Networks
- (2020) Tero Karras et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Deep autoregressive neural networks for high‐dimensional inverse problems in groundwater contaminant source identification
- (2019) Shaoxing Mo et al. WATER RESOURCES RESEARCH
- Delineating Facies Spatial Distribution by Integrating Ensemble Data Assimilation and Indicator Geostatistics with Level‐Set Transformation
- (2019) Xuehang Song et al. WATER RESOURCES RESEARCH
- A Deep-Learning-Based Geological Parameterization for History Matching Complex Models
- (2019) Yimin Liu et al. Mathematical Geosciences
- Parametric generation of conditional geological realizations using generative neural networks
- (2019) Shing Chan et al. COMPUTATIONAL GEOSCIENCES
- Towards a robust parameterization for conditioning facies models using deep variational autoencoders and ensemble smoother
- (2019) Smith W.A. Canchumuni et al. COMPUTERS & 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
- Coupled hydrogeophysical inversion to identify non-Gaussian hydraulic conductivity field by jointly assimilating geochemical and time-lapse geophysical data
- (2019) Xueyuan Kang et al. JOURNAL OF HYDROLOGY
- Simultaneous identification of a contaminant source and hydraulic conductivity via the restart normal-score ensemble Kalman filter
- (2018) Teng Xu et al. ADVANCES IN WATER RESOURCES
- Geologic CO 2 sequestration monitoring design: A machine learning and uncertainty quantification based approach
- (2018) Bailian Chen et al. APPLIED ENERGY
- Heterogeneity-assisted carbon dioxide storage in marine sediments
- (2018) Zhenxue Dai et al. APPLIED ENERGY
- Uncertainty quantification of CO 2 storage using Bayesian model averaging and polynomial chaos expansion
- (2018) Wei Jia et al. International Journal of Greenhouse Gas Control
- Bayesian deep convolutional encoder–decoder networks for surrogate modeling and uncertainty quantification
- (2018) Yinhao Zhu et al. JOURNAL OF COMPUTATIONAL PHYSICS
- Improving the Efficiency of 3-D Hydrogeological Mixers: Dilution Enhancement Via Coupled Engineering-Induced Transient Flows and Spatial Heterogeneity
- (2018) Mariaines Di Dato et al. WATER RESOURCES RESEARCH
- Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network
- (2018) Eric Laloy et al. WATER RESOURCES RESEARCH
- An Iterative Local Updating Ensemble Smoother for Estimation and Uncertainty Assessment of Hydrologic Model Parameters With Multimodal Distributions
- (2018) Jiangjiang Zhang et al. WATER RESOURCES RESEARCH
- An adaptive Kriging surrogate method for efficient joint estimation of hydraulic and biochemical parameters in reactive transport modeling
- (2018) Jun Zhou et al. JOURNAL OF CONTAMINANT HYDROLOGY
- Discovering State-Parameter Mappings in Subsurface Models Using Generative Adversarial Networks
- (2018) Alexander Y. Sun GEOPHYSICAL RESEARCH LETTERS
- Identifying spatial correlation structure of multimodal permeability in hierarchical media with Markov chain approach
- (2018) Zhenxue Dai et al. JOURNAL OF HYDROLOGY
- Reduced-Order Modeling of Subsurface Multi-phase Flow Models Using Deep Residual Recurrent Neural Networks
- (2018) J. Nagoor Kani et al. TRANSPORT IN POROUS MEDIA
- Recursive update of channel information for reliable history matching of channel reservoirs using EnKF with DCT
- (2017) Hyungsik Jung et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- HYPPS: A hybrid geostatistical modeling algorithm for subsurface modeling
- (2017) Pejman Tahmasebi WATER RESOURCES RESEARCH
- Effect of pore and confining pressure on the supercritical CO2 permeability of sandstone: Implications for the effective pressure law
- (2017) C. S. Choi et al. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Evolution of permeability and microstructure of tight carbonates due to numerical simulation of calcite dissolution
- (2017) Kevin Miller et al. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Merging parallel tempering with sequential geostatistical resampling for improved posterior exploration of high-dimensional subsurface categorical fields
- (2016) Eric Laloy et al. ADVANCES IN WATER RESOURCES
- Reduced order models for assessing CO 2 impacts in shallow unconfined aquifers
- (2016) Elizabeth H. Keating et al. International Journal of Greenhouse Gas Control
- Investigation on Principal Component Analysis Parameterizations for History Matching Channelized Facies Models with Ensemble-Based Data Assimilation
- (2016) Alexandre A. Emerick Mathematical Geosciences
- Patch-based iterative conditional geostatistical simulation using graph cuts
- (2016) Xue Li et al. WATER RESOURCES RESEARCH
- A lithofacies approach for modeling non-Fickian solute transport in a heterogeneous alluvial aquifer
- (2016) Marco Bianchi et al. WATER RESOURCES RESEARCH
- An adaptive Gaussian process-based method for efficient Bayesian experimental design in groundwater contaminant source identification problems
- (2016) Jiangjiang Zhang et al. WATER RESOURCES RESEARCH
- Geological realism in hydrogeological and geophysical inverse modeling: A review
- (2015) Niklas Linde et al. ADVANCES IN WATER RESOURCES
- Persistent questions of heterogeneity, uncertainty, and scale in subsurface flow and transport
- (2015) Peter K. Kitanidis WATER RESOURCES RESEARCH
- Physically based modeling in catchment hydrology at 50: Survey and outlook
- (2015) Claudio Paniconi et al. WATER RESOURCES RESEARCH
- Inverse Modeling of Water-Rock-CO2 Batch Experiments: Potential Impacts on Groundwater Resources at Carbon Sequestration Sites
- (2014) Changbing Yang et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- An Integrated Framework for Optimizing CO2 Sequestration and Enhanced Oil Recovery
- (2013) Zhenxue Dai et al. Environmental Science & Technology Letters
- Ensemble smoother with multiple data assimilation
- (2012) Alexandre A. Emerick et al. COMPUTERS & GEOSCIENCES
- On Preferential Flow, Channeling and Connectivity in Heterogeneous Porous Formations
- (2011) A. Fiori et al. Mathematical Geosciences
- Roulette-wheel selection via stochastic acceptance
- (2011) Adam Lipowski et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Use of global sensitivity analysis and polynomial chaos expansion for interpretation of nonreactive transport experiments in laboratory-scale porous media
- (2011) Noura Fajraoui et al. WATER RESOURCES RESEARCH
- Aquifer structure identification using stochastic inversion
- (2008) Dylan R. Harp et al. GEOPHYSICAL RESEARCH LETTERS
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started