Cheng Chen

Cheng Chen

Virginia Polytechnic Institute and State University

H-index: 25

North America-United States

About Cheng Chen

Cheng Chen, With an exceptional h-index of 25 and a recent h-index of 23 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of Subsurface Energy and Water Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Underground hydrogen storage: A recovery prediction using pore network modeling and machine learning

A Comprehensive Review of Pre-Darcy Flows in Low-Permeability Porous Media

Numerical simulation of the impact of different cushion gases on underground hydrogen storage in aquifers based on an experimentally-benchmarked equation-of-state

Using X-ray computed tomography and pore-scale numerical modeling to study the role of heterogeneous rock surface wettability on hydrogen-brine two-phase flow in underground …

Machine learning and deep learning for mineralogy interpretation and CO2 saturation estimation in geological carbon Storage: A case study in the Illinois Basin

Inference of relative permeability curves in reservoir rocks with ensemble Kalman method

Field Laboratory for Emerging Stacked Unconventional Plays in Central Appalachia

Application of unsupervised deep learning to image segmentation and in-situ contact angle measurements in a CO2-water-rock system

Cheng Chen Information

University

Position

Associate Professor

Citations(all)

1996

Citations(since 2020)

1281

Cited By

1163

hIndex(all)

25

hIndex(since 2020)

23

i10Index(all)

44

i10Index(since 2020)

41

Email

University Profile Page

Virginia Polytechnic Institute and State University

Google Scholar

View Google Scholar Profile

Cheng Chen Skills & Research Interests

Subsurface Energy and Water Systems

Top articles of Cheng Chen

Title

Journal

Author(s)

Publication Date

Underground hydrogen storage: A recovery prediction using pore network modeling and machine learning

Fuel

Qingqi Zhao

Hongsheng Wang

Cheng Chen

2024/2/1

A Comprehensive Review of Pre-Darcy Flows in Low-Permeability Porous Media

Yuntian Teng

Zihao Li

Cheng Chen

2024/1/10

Numerical simulation of the impact of different cushion gases on underground hydrogen storage in aquifers based on an experimentally-benchmarked equation-of-state

International Journal of Hydrogen Energy

Qingqi Zhao

Yuhang Wang

Cheng Chen

2024/1/2

Using X-ray computed tomography and pore-scale numerical modeling to study the role of heterogeneous rock surface wettability on hydrogen-brine two-phase flow in underground …

Fuel

Qingqi Zhao

Ruichang Guo

Nilesh Kumar Jha

Mohammad Sarmadivaleh

Maxim Lebedev

...

2024/6/15

Machine learning and deep learning for mineralogy interpretation and CO2 saturation estimation in geological carbon Storage: A case study in the Illinois Basin

Fuel

Hongsheng Wang

Sherilyn Williams-Stroud

Dustin Crandall

Cheng Chen

2024/4/1

Inference of relative permeability curves in reservoir rocks with ensemble Kalman method

The European Physical Journal E

Xu-Hui Zhou

Haochen Wang

James McClure

Cheng Chen

Heng Xiao

2023/6

Field Laboratory for Emerging Stacked Unconventional Plays in Central Appalachia

Nino Ripepi

Michael E Karmis

Cheng Chen

Ellen Gilliland

Bahareh Nojabaei

2018/8/24

Application of unsupervised deep learning to image segmentation and in-situ contact angle measurements in a CO2-water-rock system

Advances in Water Resources

Hongsheng Wang

Laura Dalton

Ruichang Guo

James McClure

Dustin Crandall

...

2023/3/1

A Computationally Efficient Hybrid Neural Network Architecture for Porous Media: Integrating CNNs and GNNs for Improved Permeability Prediction

arXiv preprint arXiv:2311.06418

Qingqi Zhao

Xiaoxue Han

Ruichang Guo

Cheng Chen

2023/11/10

Temperature effect on non-Darcian flow in low-permeability porous media

Journal of Hydrology

Yuntian Teng

Yifeng Wang

Zihao Li

Rui Qiao

Cheng Chen

2023/1/1

Using 3D-printed fluidics to study the role of permeability heterogeneity on miscible density-driven convection in porous media

Advances in Water Resources

Ruichang Guo

Hanxing Sun

Hongsheng Wang

Yang Liu

Cheng Chen

2023/8/1

A Novel Multiphysics Multiscale Multiporosity Shale Gas Transport Model for Geomechanics/Flow Coupling in Steady and Transient States

SPE Journal

Zihao Li

Yuntian Teng

Ming Fan

Nino Ripepi

Cheng Chen

2022/2/16

Mineralogy interpretation and CO2 saturation estimation from conventional and PNX logging data using machine-learning approaches: A case study of CCS in Illinois Basin

Application of Machine Learning and Deep Learning Methods in Geological Carbon Sequestration Across Multiple Spatial Scales

Hongsheng Wang

Sherilyn Williams-Stroud

Dustin Crandall

Cheng Chen

2022/7/15

Neural network–based pore flow field prediction in porous media using super resolution

Physical Review Fluids

Xu-Hui Zhou

James E McClure

Cheng Chen

Heng Xiao

2022/7/12

Role of heterogeneous surface wettability on dynamic immiscible displacement, capillary pressure, and relative permeability in a CO2-water-rock system

Advances in Water Resources

Ruichang Guo

Laura Dalton

Dustin Crandall

James McClure

Hongsheng Wang

...

2022/7/1

Experimental investigation of non-monotonic fracture conductivity evolution in energy georeservoirs

Journal of Petroleum Science and Engineering

Zihao Li

Qingqi Zhao

Yuntian Teng

Ming Fan

Nino Ripepi

...

2022/4/1

Deep-learning-based workflow for boundary and small target segmentation in digital rock images using UNet++ and IK-EBM

Journal of Petroleum Science and Engineering

Hongsheng Wang

Laura Dalton

Ming Fan

Ruichang Guo

James McClure

...

2022/8/1

Generalizable Framework of Unpaired Domain Transfer and Deep Learning for the Processing of Real-Time Synchrotron-Based X-Ray Microcomputed Tomography Images of Complex Structures

Physical Review Applied

Kunning Tang

Ying Da Wang

James McClure

Cheng Chen

Peyman Mostaghimi

...

2022/3/17

Reservoir Characterization in Central Appalachia: an Experimental Investigation

Experimental, Theoretical, and Numerical Investigations of Geomechanics/Flow Coupling in Energy Georeservoirs

Zihao Li

Cigdem Keles

Nino Ripepi

Cheng Chen

2021/7/26

Experimental and Numerical Investigations of the Role of Proppant Embedment on Fracture Conductivity in Narrow Fractures

International Journal of Non-Linear Mechanics

Ugo Andreaus

Paolo Baragatti

Luca Placidi

2016/4/1

See List of Professors in Cheng Chen University(Virginia Polytechnic Institute and State University)