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Caifeng Zou
Caifeng Zou
Adresse e-mail validée de caltech.edu
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Porosity prediction with uncertainty quantification from multiple seismic attributes using random forest
C Zou, L Zhao, M Xu, Y Chen, J Geng
Journal of Geophysical Research: Solid Earth 126 (7), e2021JB021826, 2021
552021
Fluid and lithofacies prediction based on integration of well-log data and seismic inversion: A machine-learning approach
L Zhao, C Zou, Y Chen, W Shen, Y Wang, H Chen, J Geng
Geophysics 86 (4), M151-M165, 2021
532021
A comparison of machine learning methods to predict porosity in carbonate reservoirs from seismic-derived elastic properties
C Zou, L Zhao, F Hong, Y Wang, Y Chen, J Geng
Geophysics 88 (2), B101-B120, 2023
202023
Quantitative seismic characterization of source rocks in lacustrine depositional setting using the Random Forest method: An example from the Changjiang sag in East China Sea basin
Z LuanXiao, LIU JinShui, YAO YunXia, Z Kai, MA JiQiang, ZOU CaiFeng, ...
Chinese Journal of Geophysics 64 (2), 700-715, 2021
192021
Deep neural Helmholtz operators for 3-D elastic wave propagation and inversion
C Zou, K Azizzadenesheli, ZE Ross, RW Clayton
Geophysical Journal International 239 (3), 1469-1484, 2024
92024
A random forest regressor based uncertainty quantification of porosity estimation from multiple seismic attributes
C Zou, L Zhao, M Xu, Y Chen, J Geng
SEG International Exposition and Annual Meeting, D011S066R003, 2021
42021
Machine learning based fluids and lithofacies prediction based on the integration of well logging data and seismic inversion
C Zou, L Zhao, Y Chen, Y Wang
SEG 2020 Workshop: 2nd SEG Borehole Geophysics, Virtual, 26–27 November 2020 …, 2020
12020
Ambient Noise Full Waveform Inversion with Neural Operators
C Zou, K Azizzadenesheli, ZE Ross, RW Clayton
AGU24, 2024
2024
Imaging the Northern Los Angeles Basins with Autocorrelations
C Zou, RW Clayton
arXiv preprint arXiv:2405.20635, 2024
2024
3D Seismic Waveform Modeling and Inversion With Neural Operators
ZE Ross, C Zou, K Azizzadenesheli, RW Clayton
AGU Fall Meeting Abstracts 2023, S41B-01, 2023
2023
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