Mingliang Liu

Seismic facies classification using supervised convolutional neural networks and semisupervised generative adversarial networks

Mingliang Liu, Michael Jervis, Weichang Li et al. · Geophysics · 2020 · 132 citations

Magmatic fluid input explaining the geochemical anomaly of very high arsenic in some southern Tibetan geothermal waters

Qinghai Guo, Britta Planer‐Friedrich, Mingliang Liu et al. · Chemical Geology · 2019 · 97 citations

Geochemical Anomaly, Volcanology, Engineering +6

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 citations

Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder

Mingliang Liu, Darío Graña · Advances in Water Resources · 2020 · 69 citations

Carbon Sequestration, Earth Science, Deep Saline Aquifers +8

Accelerating geostatistical seismic inversion using TensorFlow: A heterogeneous distributed deep learning framework

Mingliang Liu, Darío Graña · Computers & Geosciences · 2018 · 68 citations

Engineering, Machine Learning, Seismic Reflection Profiling +7