Uncertainty quantification of two-phase flow in porous media via the Coupled-TgNN surrogate model
Author:
Publisher
Elsevier BV
Reference43 articles.
1. Robust quantification of parametric uncertainty for surfactant-polymer flooding;Alkhatib;Comput. Geosci.,2014
2. Robust optimization of subsurface flow using polynomial chaos and response surface surrogates;Babaei;Comput. Geosci.,2015
3. Computationally efficient CFD prediction of bubbly flow using physics-guided deep learning;Bao;Int. J. Multiphas. Flow,2020
4. Displacement and mass transfer between saturated and unsaturated CO2-brine systems in sandstone;Berg;Int. J. Greenh. Gas Control,2013
5. History matching of statistically anisotropic fields using the Karhunen-Loeve expansion-based global parameterization technique;Chang;Comput. Geosci.,2014
Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Inverse Problem of Permeability Field under Multi-Well Conditions Using TgCNN-Based Surrogate Model;Processes;2024-09-09
2. Extension of Fourier Neural Operator from Three-Dimensional (x, y, t) to Four-Dimensional (x, y, z, t) Subsurface Flow Simulation;Mathematical Geosciences;2024-08-10
3. Knowledge-integrated deep learning for predicting stochastic thermal regime of embankment in permafrost region;Journal of Rock Mechanics and Geotechnical Engineering;2024-05
4. An Attention-Based Temporal and Spatial Convolution Recursive Neural Network for Surrogate Modeling of the Production Curve Prediction;Springer Series in Geomechanics and Geoengineering;2024
5. Uncertainty analysis of simplified 1D and 2D shallow water equations via the Karhunen–Loéve expansion and Monte Carlo simulations;Stochastic Environmental Research and Risk Assessment;2023-12-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3