ABSTRACTS
(By Author)

AAPG Decision Based Integrated Reservoir Modeling GTW

24-26 November 2025, Al-Khobar, Saudi Arabia

Search and Discovery Article #91213 (2025)
Posted December 18, 2025

             Select letter corresponding to first letter of author's last name.
             Items preceded by asterisk (*) designate extended abstracts.

 

 

 

 

♦A

♦B

♦C

♦D

♦E

♦H

♦M

♦R

♦S

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

♦A

♦B

♦C

♦D

♦E

♦H

♦M

♦R

♦S

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

♦A

♦B

♦C

♦D

♦E

♦H

♦M

♦R

♦S

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

♦A

♦B

♦C

♦D

♦E

♦H

♦M

♦R

♦S

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

♦A

♦B

♦C

♦D

♦E

♦H

♦M

♦R

♦S

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

♦A

♦B

♦C

♦D

♦E

♦H

♦M

♦R

♦S

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

A

Geoscience Advisor: AI-Driven Automation for Full Waveform Sonic Workflows,
      Abdulmohsen Alali, Thierry-Laurent Tonellot, Noor Albasheer, and Hussain Salim

From Interpretation to Automation: AI- Driven Innovation in Reservoir Modeling,
      Abdulmohsen Alali, Ezzedeen Alfataierge, Yousef Alshaheen, and Pavel Golikov

Pix2Geomodel: Domain-to-Domain Translation for Nextgeneration Reservoir Geomodeling,
      Abdulrahman Al-Fakih, Ardiansyah Koeshidayatullah, Nabil A. Saraih, Tapan Mukerji, Rayan Kanfar, AbdulMohsen Alali, and SanLinn I. Kaka

Transition Zone Reservoir Box Modelling,
      Mahmood Al Hinai, Raja Al Lawati, Sultan Al Bahri, Fatma Al Zaabi, Faiza Al Jadidi, and Rayah Al Hattali

Integrated Reservoir Modelling: Were we not Seeing the Forest for the Trees?,
      Yaqoub Al Hosni

Mixed Pressure-Velocity Physics-Informed Neural Networks for Flow Modeling in Heterogeneous Porous Media,
      Ali Alhubail, Marwan Fahs, Francois Lehmann, and Hussein Hoteit

Integrated Reservoir Characterization: A Digital Workflow Supporting Early Decision Making,
      A. M. Ali, M. Charupa, C. Cavalleri, and M. Al Mubarak

From Data to Decisions: Should the Industry Abandon Traditional Reservoir Modeling?,
      Mohammad A. Alkhalifa

Optimizing Geothermal and CO2 Sequestration Systems at Scale: A High-Performance Computing Approach to Decision-Based Modeling,
      Abdulrahman AlManea

Enhancing Geothermal Exploration Through Integrated Transient Electromagnetics and Satellite-Based Remote Sensing,
      Saleh Al Nasser

Integration of Process-Based Modeling: A Paradigm Shift from Geostatistics to Simulation of Geological Systems,
      Yaser Alzayer, Wisam AlKawai, Nikolaos Michael, Peng Lu, Rainer Zühlke, and Andika Perbawa

B

*Geosteering Under Geological Uncertainty,
      Roman Baishev, Vasily Demyanov, Dan Arnold, Urval Patel, James Mullins, and Serkan Kulaksiz

Unlocking Stranded Oil in a Tight Carbonate Field VIA CCUS: IRM as an Enabler for CO2 Enhanced Oil Recovery,
      Nicholas Borner, Saif Alawi, Jeppe Gavnholt, Ramez Nasralla, Adnan Dhahli, and Raul Valdez

C

New Approaches to Detect and Consistently Manage Subscale Geological Features in Reservoir Modeling,
      Guillaume Caumon, Julien Herrero, Capucine Legentil, Guisi Ruggiero, Ayoub Belhachmi, and Paul Cupillard

D

Live Earth Modeling Enabled by ML Workflows and Grid-Less Multi-Scale Model,
      Debjyoti Das

Explainable AI in Reservoir Modelling Workflows,
      V. Demyanov, D. Arnold, Q. Corlay, A. Nathanail, C. Sun, G. Shishaev, and V. Starikov

Integrated Decision-Based Modelling for CO2 Storage Site Evaluation: A New Paradigm,
      Nizam Din, Hassan Daif, Mario Valderrama, and Motaz Bakri

E

A Novel Approach for Carbon Capture and Sequestration Pilot Study in the Western Desert of Egypt,
      M. Eleoni, O. Nasr, J. Dredge, Y. De Boer, K. Mansour, A. Ismail, R. ElSayed, I. Merghany, C. Ellamey, A. Agam, A. Taqey, R. Gomes, S. Stojic, A. Nasiri, F. Bouchet, and G. Nasreldin

Challenges and Opportunities for Advancing Reservoir Simulation with AI,
      Ahmed H. Elsheikh

H

3D Reservoir Modeling: Advances, Developments and Ongoing Challenges,
      Brahim Hamouche

Statistical Pattern Learning, Drawing and Morphing for Integrated Reservoir Modeling,
      Lin Y. Hu, Wisam AlKawai, and Yupeng Li

M

How Forward Modeling and Predictive Geology Can Contribute to Shorten the Pre-Fid Development Sequence,
      Gérard Massonnat

Multidisciplinary 3D Modeling with Machine Learning and Database Integration: A Novel Framework for Static and Dynamic Analysis,
      Wasi Mohammad, Muhammad K. Qureshi, Ismail Fahmy Mohamed, and Sudirman B. Sharizan

R

Evaluation of Deeper Reservoir Capacity for Produced Water Disposal and CO2 Storage Using 3D Geo-Cellular Model in Mangala Oil Field, India,
      Chandra Mohan S. Rautela, Alok Kumar, R. Malavika, Rahul Raj, Monosvita Chaliha, Abhishek Kumar, and Amitabh Pandey

S

From Uncertainty to Insight: Leveraging on Multiple Realization Simulation Models,
      Sudirman Sharizan, Ali Ismail Fahmy, and Maucec Marko

Next-Gen Geological Modeling Driven by Machine Learning,
      Manish Kumar Singh

*The Shakti Field Narrative: A Successful Decision Based Modelling Approach,
      Ashutosh Singh Sulaxna, Prashant Agarwal, and Monosvita Chaliha

Interplay Between Carbonate Production and Wave Energy in Shaping Regional Geometries and Heterogeneities of the Permo-Triassic Khuff Carbonate: Insights from Stratigraphic Forward Modelling,
      M. Rika Nanda Syahputra, Michael Kaminski, Khalid Al-Ramadan, and Ardiansyah Koeshidayatullah

Primary Productivity, Anoxia or Sedimentation Rate? Quantitative Modelling of Organic-Rich Carbonate Mudstones in the Arabian Intrashelf Basin with 3D Stratigraphic Forward Modelling,
      M. Rika Nanda Syahputra, Baharudin Fahmi, and Ardiansyah Koeshidayatullah

Return to top