Minghui Xu

All Publications

• Enhancing seismic porosity estimation through 3D sequence-to-sequence deep learning with data augmentation, spatial constraints, and geologic constraints GEOPHYSICS Xu, M., Zhao, L., Liu, J., Geng, J. 2024; 89 (4): M93-M108

  View details for DOI 10.1190/GEO2023-0614.1

  View details for Web of Science ID 001294133300001

• Rock-physics-guided machine learning for shear sonic log prediction GEOPHYSICS Zhao, L., Liu, J., Xu, M., Zhu, Z., Chen, Y., Geng, J. 2024; 89 (1): D75-D87

  View details for DOI 10.1190/GEO2023-0152.1

  View details for Web of Science ID 001179285800001

• Seismic predictions of fluids via supervised deep learning: Incorporating various class-rebalance strategies GEOPHYSICS Gao, S., Xu, M., Zhao, L., Chen, Y., Geng, J. 2023; 88 (4): M185-M200

  View details for DOI 10.1190/GEO2022-0363.1

  View details for Web of Science ID 001030659300003