Prediction of porous media fluid flow using physics informed neural networks
Author:
Funder
Saudi Aramco
Publisher
Elsevier BV
Subject
Geotechnical Engineering and Engineering Geology,Fuel Technology
Reference45 articles.
1. Insights into the fractional flow of low salinity water flooding in the light of solute dispersion and effective salinity interactions;Al-Ibadi;J. Petrol. Sci. Eng.,2019
2. Pore network investigation of Trapped gas and foam generation mechanisms;Almajid;Transport Porous Media,2020
3. Modeling steady-state foam flow: hysteresis and backward front movement;Almajid;Energy Fuels,2019
4. A unified deep artificial neural network approach to partial differential equations in complex geometries;Berg;Neurocomputing,2018
5. Mechanism of fluid displacement in sands;Buckley;Transactions of the AIME,1942
Cited by 111 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. Physical activation functions (PAFs): An approach for more efficient induction of physics into physics-informed neural networks (PINNs);Neurocomputing;2024-12
2. Data-driven methods for flow and transport in porous media: A review;International Journal of Heat and Mass Transfer;2024-12
3. Parameterized physics-informed neural networks (P-PINNs) solution of uniform flow over an arbitrarily spinning spherical particle;International Journal of Multiphase Flow;2024-11
4. Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration;Reliability Engineering & System Safety;2024-11
5. On Physics-Informed Neural Networks training for coupled hydro-poromechanical problems;Journal of Computational Physics;2024-11
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