Ressi Bonti Muhammad

Ressi Bonti Muhammad; Yasaman Cheraghi; Sergey Alyaev; Apoorv Srivastava; Reidar Brumer Bratvold (2025) Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts. I: SPE Journal. ISSN 1086-055X. Volum 30. s.995-1009. DOI: 10.2118/218444-PA

Ressi Bonti Muhammad; Reidar Brumer Bratvold; Sergey Alyaev (2025) A Probabilistic Reinforcement Learning Framework for Optimized Decision-Making in Geosteering. Universitetet i Stavanger. ISBN 9788284393285.

Ressi Bonti Muhammad; Apoorv Srivastava; Sergey Alyaev; Reidar Brumer Bratvold; Daniel M. Tartakovsky (2025) High-precision geosteering via reinforcement learning and particle filters. I: Computational Geosciences. ISSN 1420-0597. Volum 29. s.1-26. DOI: 10.1007/s10596-025-10352-y

Ressi Bonti Muhammad; Yasaman Cheraghi; Sergey Alyaev; Apoorv Srivastava; Reidar Brumer Bratvold (2024) Enhancing geosteering with AI : Integrating a decision-making robot into a cloud-based environment and benchmarking against human experts. I: 2024 SPE, SPE Norway Subsurface Conference, April 17, 2024, Bergen, Norway. Society of Petroleum Engineers. ISBN 9781959025344. DOI: 10.2118/218444-MS

Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar Brumer Bratvold; Ressi Bonti Muhammad; Apoorv Srivastava (2025) Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters. ICCS 2025: 25th International Conference on Computational Science; 2025-07-07 - 2025-07-09.

Reidar Brumer Bratvold; Ressi Bonti Muhammad; Aojie Hong; Sergey Alyaev (2025) Value Creation in Sustainable Energy Transition Using Reinforcement Learning. Geilo Winter School; 2025-01-19 - 2025-01-25.

Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar Brumer Bratvold; Ressi Bonti Muhammad; Apoorv Srivastava (2025) Solving Geosteering as a Partially Observable Markov Decision Process: Integrating Deep Learning with Data Assimilation. EnKF Workshop; 2025-06-16 - 2025-06-18.

Ressi Bonti Muhammad; Yasaman Cheraghi; Sergey Alyaev; Apoorv Srivastava; Reidar Brumer Bratvold (2024) Enhancing Geosteering With AI: Integrating a Decision-Making Robot Into a Cloud-Based Environment and Benchmarking Against Human Experts. SPE Norway Subsurface Conference; 2024-04-17.

Ressi Bonti Muhammad; Yasaman Cheraghi; Sergey Alyaev; Apoorv Srivastava; Reidar Brumer Bratvold; Daniel M. Tartakovsky (2024) High-Precision Geosteering via Reinforcement Learning and Particle Filters. Monthly Data Assimilation seminar; 2024-04-16.

Reidar Brumer Bratvold; Aojie Hong; Ressi Bonti Muhammad (2024) Value Creation in Sustainable Energy Transition Using Reinforcement Learning. SPE Europe Energy Conference; 2024-07-25 - 2024-07-28.

Sergey Alyaev; Ressi Bonti Muhammad; Yasaman Cheraghi; Reidar Brumer Bratvold; Apoorv Srivastava; Daniel M. Tartakovsky (2024) How to Explain Geology to a Robot? DISTINGUISHing Patterns for Optimal Geosteering Decisions. DigiWells Seminar 2024; 2024-11-26.

Hibat Errahmen Djecta; Yasaman Cheraghi; Ressi Bonti Muhammad; Sergey Alyaev; Kristian Fossum; Reidar Brumer Bratvold; Apoorv Srivastava (2024) Improvement of Reinforcement Learning Strategies of the Pluralistic Robot Validated in Competitive Geosteering. Geosteering and Formation Evaluation Workshop by NORCE and NFES 2024; 2024-11-11 - 2024-11-13.

Sergey Alyaev; Ressi Bonti Muhammad; Yasaman Cheraghi; Reidar Brumer Bratvold; Apoorv Srivastava; Daniel M. Tartakovsky (2024) Optimizing Sequential Decisions in Geosteering: Reinforcement Learning vs Human Experts in Fast-Paced Uncertain Environment. CSSR Annual Conference 2024; 2024-09-18 - 2024-09-19.

Ressi Bonti Muhammad; Apoorv Srivastava; Sergey Alyaev; Reidar Brumer Bratvold; Daniel M. Tartakovsky (2023) Integrating Reinforcement Learning and Particle Filter for Enhanced Geosteering Decision-Making. DigiWells Seminar; 2023-11-28 - 2023-11-29.

Ressi Bonti Muhammad; Reidar Brumer Bratvold; Sergey Alyaev (2021) Reinforcement learning ​for better geosteering decisions. DigiWells seminar; 2021-11-23 - 2021-11-24.