Experimental and Simulation Investigation on Ball-Sealer Transport and Diversion Performance Aided by Machine Learning Method

Experimental and 3D Numerical Investigation on Proppant Distribution in a Perforation Cluster Involving the Artificial Neural Network Prediction

(2023) Hai Qu et al.   SPE JOURNAL

Random forest classifier and neural network for fraction identification of refuse-derived fuel images

(2023) J. Fischer et al.   FUEL

Particle-fluid flow and distribution in a horizontal pipe with side holes using experiment and numerical simulation

(2023) Hai Qu et al.   POWDER TECHNOLOGY

A comparative investigation of advanced machine learning methods for predicting transient emission characteristic of diesel engine

(2023) Jianxiong Liao et al.   Fuel

Compressive strength prediction of hydrothermally solidified clay with different machine learning techniques

(2023) Minguo Lin et al.   Journal of Cleaner Production

LN cooling on mechanical properties and fracture characteristics of hot dry granites involving ANN prediction

(2023) Hai Qu et al.   Renewable Energy

Experimental Study on Diverter Transport Through Perforations in Multicluster Fracturing of Horizontal Well

(2022) Lishan Yuan et al.   SPE JOURNAL

Ensemble learning directed classification and regression of hydrocarbon fuels

(2022) Runze Liu et al.   FUEL

Machine learning for drilling applications: A review

(2022) Ruizhi Zhong et al.   Journal of Natural Gas Science and Engineering

Development of resolved CFD–DEM coupling model for three-phase flows with non-spherical particles

(2022) Kimiaki Washino et al.   CHEMICAL ENGINEERING SCIENCE

Ball sealer tracking and seating of temporary plugging fracturing technology in the perforated casing of a horizontal well

(2021) Wan Cheng et al.   ENERGY EXPLORATION & EXPLOITATION

Resolved CFD–DEM simulation on hydrodynamic bridging in a bend rectangle channel

(2021) Hong Xiong et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

3D CFD-DEM simulation and experiment on proppant particle-fluid flow in a vertical, nonplanar fracture with bends

(2021) Hai Qu et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW

A resolved CFD-DEM coupling model for modeling two-phase fluids interaction with irregularly shaped particles

(2021) Zhihao Shen et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Resolved CFD-DEM simulations of the hydraulic conveying of coarse grains through a very-narrow elbow

(2021) Elmar Anton Schnorr Filho et al.   POWDER TECHNOLOGY

Semi-resolved CFD–DEM for thermal particulate flows with applications to fluidized beds

(2020) Zekun Wang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

CFD-DEM study of particle-fluid flow and retention performance of sand screen

(2020) Noor Ilyana Ismail et al.   POWDER TECHNOLOGY

A semi-resolved CFD–DEM approach for particulate flows with kernel based approximation and Hilbert curve based searching strategy

(2019) Zekun Wang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A comparison of random forest and support vector machine approaches to predict coal spontaneous combustion in gob

(2018) Changkui Lei et al.   FUEL

Coupled CFD-DEM simulation of hydrodynamic bridging at constrictions

(2016) Somnath Mondal et al.   INTERNATIONAL JOURNAL OF MULTIPHASE FLOW