Mingliang Liu - Concepedia

Author

Mingliang Liu

University of Wyoming ORCID

Also Known As

LIU Ming-liang, LIU Mingliang, Liu, Mingliang, M. Liu, Mingliang Liu

Publications

Citations

H-Index

Concepts

All Affiliations

University of Wyoming Stanford University Environmental and Water Resources Engineering China University of Geosciences Wyoming Department of Education

About

Mingliang Liu is an author at University of Wyoming specializing in engineering, earth science, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	14	589
2	Civil Engineering	3	3	102
3	Health Sciences	1	1	54
4	Biomedical Engineering	1	1	26
5	Biostatistics	1	1	16

Mingliang Liu

Publications

906

Citations

H-Index

Page 1

	Year	Citations
Seismic facies classification using supervised convolutional neural networks and semisupervised generative adversarial networks Mingliang Liu, Michael Jervis, Weichang Li, Geophysics	2020	132
Magmatic fluid input explaining the geochemical anomaly of very high arsenic in some southern Tibetan geothermal waters Qinghai Guo, Britta Planer‐Friedrich, Mingliang Liu, Chemical Geology Geochemical AnomalyVolcanologyEngineeringGeologyGeochemistry	2019	97
A comparison of deep machine learning and Monte Carlo methods for facies classification from seismic data Darío Graña, Leonardo Azevedo, Mingliang Liu Geophysics	2019	92
Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder Mingliang Liu, Darío Graña Advances in Water Resources Carbon SequestrationEarth ScienceDeep Saline AquifersEngineeringDeep Convolutional Autoencoder	2020	69
Accelerating geostatistical seismic inversion using TensorFlow: A heterogeneous distributed deep learning framework Mingliang Liu, Darío Graña Computers & Geosciences EngineeringMachine LearningSeismic Reflection ProfilingSparse Neural NetworkSeismic Imaging	2018	68
Stochastic nonlinear inversion of seismic data for the estimation of petroelastic properties using the ensemble smoother and data reparameterization Mingliang Liu, Darío Graña Geophysics Numerical AnalysisPetrophysical PropertiesEngineeringSeismic WaveSeismic Reservoir Characterization	2018	61
Multiscale Fusion of Digital Rock Images Based on Deep Generative Adversarial Networks Mingliang Liu, Tapan Mukerji Geophysical Research Letters Image ReconstructionPetrophysical PropertiesMachine LearningEngineeringMicroscopy	2022	54
Joint Inversion of Geophysical Data for Geologic Carbon Sequestration Monitoring: A Differentiable Physics‐Informed Neural Network Model Mingliang Liu, Divakar Vashisth, Darío Graña, Journal of Geophysical Research Solid Earth Carbon DioxideEngineeringGeophysical Signal ProcessingAbstract Geophysical MonitoringGeological Modeling	2023	48
Time-lapse seismic history matching with an iterative ensemble smoother and deep convolutional autoencoder Mingliang Liu, Darío Graña Geophysics Convolutional Neural NetworkEngineeringMachine LearningSeismic WaveAutoencoders	2019	44
Uncertainty quantification in stochastic inversion with dimensionality reduction using variational autoencoder Mingliang Liu, Darío Graña, Leandro Passos de Figueiredo Geophysics	2021	44

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