Mingliang Liu - Publications, H-index & Citations

Mingliang Liu

jinan university

17H指数

79论文数

1.0K被引数

收录论文 16

发表时间

Lambda-cyhalothrin exposure enhances the development of atherosclerosis in ApoE−/− mice 氯氟氰菊酯暴露会增强ApoE−/−小鼠动脉粥样硬化的发生发展。

Ecotoxicology and Environmental Safety

IF6.1

2025-10-03

OAAI

Lei Yu; Haiyan Chen; Lingcheng Li; Haofeng Zhang; Fudong He; Zhenger Fang; Guangjun Zheng; Biying Zhou; Xia Chen; Mingliang Liu; Xiaohua Liang; Guolong Qi; Zhoubin Zhang; Guang Hao

Pushing the Boundaries of Porous Material Characterization: Universal Stochastic Data Fusion With Deep Learning 推动多孔材料表征的边界：基于深度学习的通用随机数据融合

Journal of Geophysical Research: Solid Earth

IF0

2025-09-11

PREAI

Mingliang Liu; Tapan Mukerji

Bayesian neural network and Bayesian physics-informed neural network via variational inference for seismic petrophysical inversion

GEOPHYSICS

IF3.2

2024-10-15

PREAI

Li, Peng; Grana, Dario; Liu, Mingliang

Geostatistical Inversion for Subsurface Characterization Using Stein Variational Gradient Descent With Autoencoder Neural Network: An Application to Geologic Carbon Sequestration

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

IF4.1

2024-07-02

OAAI

Liu, Mingliang; Grana, Dario; Mukerji, Tapan

GeosPIn: A MATLAB library for geostatistical petrophysical inversion

GEOPHYSICS

IF3.2

2024-06-28

PREAI

Grana, Dario; Liu, Mingliang; de Figueiredo, Leandro

Probabilistic physics-informed neural network for seismic petrophysical inversion

GEOPHYSICS

IF3.2

2024-01-05

PREAI

Li, Peng; Liu, Mingliang; Alfarraj, Motaz; Tahmasebi, Pejman; Grana, Dario

Frequency-domain electromagnetic induction for the prediction of electrical conductivity and magnetic susceptibility using geostatistical inversion and randomized tensor decomposition

GEOPHYSICS

IF3.2

2023-09-04

OAAI

Liu, Mingliang; Narciso, Joao; Grana, Dario; Van De Vijver, Ellen; Azevedo, Leonardo

Computation of effective elastic moduli of rocks using hierarchical homogenization

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2023-05-01

OAAI

Ahmad, Rasool; Liu, Mingliang; Ortiz, Michael; Mukerji, Tapan; Cai, Wei

Joint Inversion of Geophysical Data for Geologic Carbon Sequestration Monitoring: A Differentiable Physics-Informed Neural Network Model 用于地质固碳监测的地球物理数据的联合反演: 可区分的物理信息神经网络模型

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

IF4.1

2023-03-14

PREAI

Liu, Mingliang; Vashisth, Divakar; Grana, Dario; Mukerji, Tapan

Hierarchical Homogenization With Deep-Learning-Based Surrogate Model for Rapid Estimation of Effective Permeability From Digital Rocks

JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

IF4.1

2023-02-19

PREAI

Liu, Mingliang; Ahmad, Rasool; Cai, Wei; Mukerji, Tapan

Uncertainty quantification in stochastic inversion with dimensionality reduction using variational autoencoder

GEOPHYSICS

IF3.2

2021-12-27

PREAI

Liu, Mingliang; Grana, Dario; de Figueiredo, Leandro Passos

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

GEOPHYSICS

IF3.2

2020-06-10

102

PREAI

Liu, Mingliang; Jervis, Michael; Li, Weichang; Nivlet, Philippe

A comparison of deep machine learning and Monte Carlo methods for facies classification from seismic data

GEOPHYSICS

IF3.2

2020-01-16

PREAI

Grana, Dario; Azevedo, Leonardo; Liu, Mingliang

Time-lapse seismic history matching with an iterative ensemble smoother and deep convolutional autoencoder

GEOPHYSICS

IF3.2

2020-01-01

PREAI

Liu, Mingliang; Grana, Dario

Accelerating geostatistical seismic inversion using TensorFlow: A heterogeneous distributed deep learning framework 使用TensorFlow加速地统计地震反演: 异构分布式深度学习框架

COMPUTERS & GEOSCIENCES

IF4.4

2019-03-01

PREAI

Liu, Mingliang; Grana, Dario

Stochastic nonlinear inversion of seismic data for the estimation of petroelastic properties using the ensemble smoother and data reparameterization

GEOPHYSICS

IF3.2

2018-05-01

PREAI

Liu, Mingliang; Grana, Dario

研究方向