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Minghui Xu

Observed name: Xu Minghui
Observed institutions: Tongji University, Lanzhou University of Technology, State Key Laboratory of Marine Geology, Sichuan Normal University, Clemson University, Stanford University
ORCID: 0000-0001-9567-5569
Observed ORCID: 0000-0001-9567-5569
OpenAlex ID: A5059697697
Porosity Prediction With Uncertainty Quantification From Multiple Seismic Attributes Using Random Forest
2021 · Caifeng Zou, Luanxiao Zhao, et al. · Journal of Geophysical Research Solid Earth · 94
Deep carbonate reservoir characterisation using multi-seismic attributes via machine learning with physical constraints
2021 · Yuanyuan Chen, Luanxiao Zhao, et al. · Journal of Geophysics and Engineering · 72
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Joint use of multiseismic information for lithofacies prediction via supervised convolutional neural networks
2022 · Minghui Xu, Luanxiao Zhao, et al. · Geophysics · 38
Porosity prediction from prestack seismic data via deep learning: incorporating a low-frequency porosity model
2023 · Jingyu Liu, Luanxiao Zhao, et al. · Journal of Geophysics and Engineering · 31
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Rock-physics-guided machine learning for shear sonic log prediction
2023 · Luanxiao Zhao, Jingyu Liu, et al. · Geophysics · 28
Seismic predictions of fluids via supervised deep learning: Incorporating various class-rebalance strategies
2023 · Shunli Gao, Minghui Xu, et al. · Geophysics · 20
Enhancing seismic porosity estimation through 3D sequence-to-sequence deep learning with data augmentation, spatial constraints, and geologic constraints
2024 · Minghui Xu, Luanxiao Zhao, et al. · Geophysics · 19
Simultaneous prediction of porosity, saturation, and lithofacies from seismic data via multitask deep learning
2025 · Yajun Feng, Luanxiao Zhao, et al. · Geophysics · 17
Deep carbonate reservoir characterization using multiseismic attributes: A comparison of unsupervised machine-learning approaches
2023 · Luanxiao Zhao, Xuanying Zhu, et al. · Geophysics · 17
Compressional and shear wave velocities relationship in anisotropic organic shales
2022 · Xuan Qin, Luanxiao Zhao, et al. · Journal of Petroleum Science and Engineering · 16
Bayesian Inference for Subsurface Geophysical Inverse Problems
2026 · Mingliang Liu, Dario Grana, et al. · Reviews of Geophysics · 11
Seismic lithofacies prediction via deep learning with prior geological constraints
2025 · Luanxiao Zhao, Jinyu Meng, et al. · Geophysics · 7
Machine Learning‐Based Seismic Subsurface Characterization: The State of the Art and Future Perspectives
2025 · Minghui Xu, Luanxiao Zhao, et al. · Journal of Geophysical Research Machine Learning and Computation · 6
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Deep learning-based seismic lithofacies prediction in sparse well areas via geology-informed pseudo-well construction and transfer learning
2025 · Jinyu Meng, Luanxiao Zhao, et al. · Journal of Applied Geophysics · 6
A random forest regressor based uncertainty quantification of porosity estimation from multiple seismic attributes
2021 · Caifeng Zou, Luanxiao Zhao, et al. · Second International Meeting for Applied Geoscience & Energy · 5
Deep carbonate reservoir characterization with unsupervised machine-learning approaches
2023 · Xuanying Zhu, Luanxiao Zhao, et al. · Second International Meeting for Applied Geoscience & Energy · 2
Stereochemical preorganization directs triple-helical assembly of Au4 nanoclusters
2026 · Baojia Yang, Hailong Chen, et al. · Nature Chemistry · 1
How Can We Make Better Decisions About What Lies Underground?
2026 · Mingliang Liu, Dario Grana, et al. · Eos
Building Cyclic Planar Chirality via Intermolecular [2+2] Photocycloaddition
2026 · Ke Tang, Hailong Chen, et al. · Chinese Journal of Chemistry
Seismic organic facies constrained geostatistical inversion for petrophysical properties in shale reservoirs
2026 · Rui Yang, Huaizhen Chen, et al. · Geophysics
Design of Access Platforms for Assembly Tooling on the Payload Attachment Fitting (PAF) for NASA’s Space Launch System
2025 · Leila Smalls, Ethan Bisgaard, et al. · ASEE Annual Conference & Exposition
Deep-learning-based lithofacies prediction for a complex clastic reservoir using multiseismic information
2021 · Minghui Xu, Shunli Gao, et al. · Second International Meeting for Applied Geoscience & Energy
Mechanical Properties Analysis of Maglev Vehicle Suspension Mechanism
2019 · Li Jie, Gao Dinggang, et al. · International Conference on Advances in Construction Machinery and Vehicle Engineering (ICACMVE)
Finite Element Modeling and Strength Analysis of Traction Longitudinal Beam of Maglev Vehicle
2019 · Xu Minghui, Gao Dinggang, et al. · International Conference on Advances in Construction Machinery and Vehicle Engineering (ICACMVE)
The Finite Element Analysis of Strength and Modal on Commercial Vehicle Drive Axle Housing
2012 · Minghui Xu · Machinery & Electronics
Works count: 26
Citation count: 393
H-index: 11
I10-index: 11
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