Optimized algorithm for multipoint geostatistical facies modeling based on a deep feedforward neural network

• Jianpeng Yao ,

  Roles Conceptualization, Data curation, Methodology, Validation, Writing – original draft, Writing – review & editing

  * E-mail: jpyao@pku.edu.cn (JY); panmao@pku.edu.cn (MP)

  Affiliation The Key Laboratory of Orogenic Belts and Crustal Evolution, School of Earth and Space Sciences, Peking University, Beijing, China

  https://orcid.org/0000-0002-4383-4393

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• Wenling Liu,

  Roles Funding acquisition, Resources

  Affiliation Research Institute of Petroleum Exploration & Development, PetroChina, Beijing, China

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• Qingbin Liu,

  Roles Conceptualization, Methodology

  Affiliations The Key Laboratory of Orogenic Belts and Crustal Evolution, School of Earth and Space Sciences, Peking University, Beijing, China, Petroleum Exploration and Production Research Institute, Sinopec, Beijing, China

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• Yuyang Liu,

  Roles Writing – review & editing

  Affiliations The Key Laboratory of Orogenic Belts and Crustal Evolution, School of Earth and Space Sciences, Peking University, Beijing, China, Research Institute of Petroleum Exploration & Development, PetroChina, Beijing, China

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• Xiaodong Chen,

  Roles Visualization

  Affiliation Exploration and Development Research Institute of Changqing Oilfield Branch Company Ltd., PetroChina, Xi’an, China

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• Mao Pan

  Roles Funding acquisition, Project administration, Writing – review & editing

  * E-mail: jpyao@pku.edu.cn (JY); panmao@pku.edu.cn (MP)

  Affiliation The Key Laboratory of Orogenic Belts and Crustal Evolution, School of Earth and Space Sciences, Peking University, Beijing, China

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