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Rapid evaluation of capillary pressure and relative permeability for oil-water flow in tight sandstone based on a physics-informed neural network 期刊论文
JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2023
Authors:  Ji LL(姬莉莉);  Xu, Fengyang;  Lin M(林缅);  Jiang WB(江文滨);  Cao GH(曹高辉);  Wu, Songtao;  Jiang, Xiaohua
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Two-phase flow  Capillary pressure curve  Relative permeability curve  Tight sandstone  Physics-informed neural network  
Helical model based on artificial neural network for large eddy simulation of compressible wall-bounded turbulent flows 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 4, 页码: 45120
Authors:  Liu, Wanhai;  Qi H(齐涵);  Shi, Haoyu;  Yu ZP(于长平);  Li XL(李新亮)
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Artificial neural network based nonlinear algebraic models for large eddy simulation of compressible wall bounded turbulence 期刊论文
JOURNAL OF FLUID MECHANICS, 2023, 卷号: 960, 页码: A4
Authors:  Xu, Dehao;  Wang, Jianchun;  Yu ZP(于长平);  Chen, Shiyi
Adobe PDF(2749Kb)  |  Favorite  |  View/Download：53/1  |  Submit date：2023/04/20
machine learning  turbulence modelling  
Kinetic-energy-flux-constrained model using an artificial neural network for large-eddy simulation of compressible wall-bounded turbulence 期刊论文
Journal of Fluid Mechanics, 2022, 卷号: 932, 页码: A23
Authors:  Yu ZP(于长平);  Yuan ZL;  Qi H(齐涵);  Wang JC;  Li XL(李新亮);  Chen SY
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Physics-driven machine learning model on temperature and time-dependent deformation in lithium metal and its finite element implementation 期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 153, 页码: 104481
Authors:  Wen JC(温济慈);  Zou, Qingrong;  Wei YJ(魏宇杰)
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Physics-driven machine learning  Lithium-metal anode  Creep  Finite-element analysis  Constitutive model  
Machine learning assisted fast prediction of inertial lift in microchannels 期刊论文
LAB ON A CHIP, 2021, 页码: 13
Authors:  Su JH(苏敬宏);  Chen XD(陈晓东);  Zhu YZ(朱勇铮);  Hu GQ(胡国庆)
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Reconstruction model for heat release rate based on artificial neural network 期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 卷号: 46, 期号: 37, 页码: 19599-19616
Authors:  Li B(李波);  Yao W(姚卫);  Li YC(李亚超);  Fan XJ(范学军)
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Heat release rate (HRR)  Artificial neural network (ANN)  Proper orthogonal -12omposition (POD)  Chemiluminescence  Supersonic hydrogen flame  
Prediction and evaluation of plasma arc reforming of naphthalene using a hybrid machine learning model 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 404, 页码: 10
Authors:  Wang, Yaolin;  Liao, Zinan;  Mathieu, Stephanie;  Bin F(宾峰);  Tu, Xin
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Machine learning  Non-thermal plasma  Biomass gasification  Tar reforming  Naphthalene  
A new method of predicting the saturation pressure of oil reservoir and its application 期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2020, 卷号: 45, 期号: 55, 页码: 30244-30253
Authors:  Yu GY;  Xu F;  Cui YZ;  Li XL;  Kang CJ;  Lu C;  Li SY;  Bai L;  Du SH(杜书恒)
Adobe PDF(1920Kb)  |  Favorite  |  View/Download：236/102  |  Submit date：2020/12/28
Oil reservoir  RANDOM FOREST  Saturation pressure  HETEROGENEITY  Random forest  Decision tree  ANN  Empirical formula  
Effects of Macroparameters on the Thickness of an Interfacial Nanolayer of Al2O3- and TiO2-Water-Based Nanofluids 期刊论文
ACS OMEGA, 2020, 卷号: 5, 期号: 43, 页码: 27972-27977
Authors:  Fan WH(范文慧);  Zhong FQ(仲峰泉)
Adobe PDF(1686Kb)  |  Favorite  |  View/Download：206/69  |  Submit date：2020/12/28