Physics-informed gaussian process regression for reproducible and uncertainty-aware CO₂ injectivity prediction

• Shamsuddeen Adamu ,

  Contributed equally to this work with: Shamsuddeen Adamu, Hitham Alhussian

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft

  * E-mail: shamsu200@yahoo.com (SA); seddig.alhussian@utp.edu.my (HA)

  Affiliations Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia, IAIICT, Ahmadu Bello University, Zaria, Nigeria

  https://orcid.org/0009-0008-4015-1723

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• Hitham Alhussian ,

  Contributed equally to this work with: Shamsuddeen Adamu, Hitham Alhussian

  Roles Funding acquisition, Supervision, Writing – review & editing

  * E-mail: shamsu200@yahoo.com (SA); seddig.alhussian@utp.edu.my (HA)

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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• Said Jadid Abdulkadir,

  Roles Methodology, Supervision

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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• Majdy Mohamed Eltayeb Eltahir,

  Roles Funding acquisition, Writing – review & editing

  Affiliation King Khalid University, Applied College of Muhayil Asir, Abha, Saudi Arabia

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• Sallam O. F. Khairy,

  Roles Formal analysis, Software

  Affiliation Department of Information Systems, College of Economics, Management and Information Systems, University of Nizwa, Nizwa, Oman

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• Gasim Hayder,

  Roles Visualization, Writing – review & editing

  Affiliation Environmental Engineering Department, University of Nizwa, Nizwa, Oman

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• Mahdi Ali Lathbl,

  Roles Resources, Validation

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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• Hassan Salisu Mohammed,

  Roles Formal analysis, Methodology

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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• Abdulrazak Oladeji Adekunle,

  Roles Visualization, Writing – review & editing

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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• Gbolagade Kamaldeen,

  Roles Methodology, Writing – review & editing

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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• Samaila Musa Abdullahi,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Cyber Security, Faculty of Computing, Air Force Institute of Technology, AFIT, Kaduna, Nigeria

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• Yahaya Saidu

  Roles Formal analysis, Resources, Writing – review & editing

  Affiliation Computer Information Science Department, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia

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