Caifeng Zou

Caifeng Zou

California Institute of Technology Caltech - Pasadena / United States
Engineering & Technology / Earth Sciences
AD Scientific Index ID: 5260617
California Institute of Technology
person_outline Caifeng Zou's MOST POPULAR ARTICLES
1-) Fluid and lithofacies prediction based on integration of well-log data and seismic inversion: A machine-learning approachL Zhao, C Zou, Y Chen, W Shen, Y Wang, H Chen, J GengGeophysics 86 (4), M151-M165, 2021402021
2-) Porosity prediction with uncertainty quantification from multiple seismic attributes using random forestC Zou, L Zhao, M Xu, Y Chen, J GengJournal of Geophysical Research: Solid Earth 126 (7), e2021JB021826, 2021372021
3-) 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 basinZ LuanXiao, LIU JinShui, YAO YunXia, Z Kai, MA JiQiang, ZOU CaiFeng, ...Chinese Journal of Geophysics 64 (2), 700-715, 2021172021
4-) A comparison of machine learning methods to predict porosity in carbonate reservoirs from seismic-derived elastic propertiesC Zou, L Zhao, F Hong, Y Wang, Y Chen, J GengGeophysics 88 (2), B101-B120, 2023132023
5-) Deep neural Helmholtz operators for 3-D elastic wave propagation and inversionC Zou, K Azizzadenesheli, ZE Ross, RW ClaytonGeophysical Journal International 239 (3), 1469-1484, 202492024