Ressi Bonti Muhammad
Ekstern tilknyttet UiS
Kontakt
E-post: ressi.b.muhammad@uis.no
Organisasjonsenhet
Det teknisk-naturvitenskapelige fakultet
Institutt for energiressurser
Publikasjoner
Vitenskapelige publikasjoner
Muhammad, Ressi Bonti; Cheraghi, Yasaman; Alyaev, Sergey; Srivastava, Apoorv; Bratvold, Reidar Brumer
(2025)
Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts.SPE Journal.
ISSN 1086-055X.
Volum 30.
Hefte 3.
s.995-1009.
DOI: 10.2118/218444-PA
Muhammad, Ressi Bonti; Srivastava, Apoorv; Alyaev, Sergey; Bratvold, Reidar Brumer; Tartakovsky, Daniel M.
(2025)
High-precision geosteering via reinforcement learning and particle filters.Computational Geosciences.
ISSN 1420-0597.
Volum 29.
Hefte 2.
s.1-26.
Muhammad, Ressi Bonti; Cheraghi, Yasaman; Alyaev, Sergey; Srivastava, Apoorv; Bratvold, Reidar Brumer
(2024)
Enhancing geosteering with AI : Integrating a decision-making robot into a cloud-based environment and benchmarking against human experts . I: SPE Norway Subsurface Conference, April 17, 2024, Bergen, Norway.Society of Petroleum Engineers.
ISBN 978-1-959025-34-4.
DOI: 10.2118/218444-MS
Bøker og kapitler
Muhammad, Ressi Bonti; Alyaev, Sergey
(2025)
A Probabilistic Reinforcement Learning Framework for Optimized Decision-Making in Geosteering.
Universitetet i Stavanger.
Formidling
Bratvold, Reidar Brumer; Muhammad, Ressi Bonti; Hong, Aojie; Alyaev, Sergey
(2025)
Value Creation in Sustainable Energy Transition Using Reinforcement Learning.
Geilo Winter School;
2025-01-19 - 2025-01-25.
Muhammad, Ressi Bonti; Cheraghi, Yasaman; Alyaev, Sergey; Srivastava, Apoorv; Bratvold, Reidar Brumer
(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.
Muhammad, Ressi Bonti; Cheraghi, Yasaman; Alyaev, Sergey; Srivastava, Apoorv; Bratvold, Reidar Brumer; Tartakovsky, Daniel M.
(2024)
High-Precision Geosteering via Reinforcement Learning and Particle Filters.
Monthly Data Assimilation seminar;
2024-04-16.
Alyaev, Sergey; Muhammad, Ressi Bonti; Cheraghi, Yasaman; Bratvold, Reidar Brumer; Srivastava, Apoorv; Tartakovsky, Daniel M.
(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.
Djecta, Hibat Errahmen; Cheraghi, Yasaman; Muhammad, Ressi Bonti; Alyaev, Sergey; Fossum, Kristian; Bratvold, Reidar Brumer; Srivastava, Apoorv
(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.
Alyaev, Sergey; Muhammad, Ressi Bonti; Cheraghi, Yasaman; Bratvold, Reidar Brumer; Srivastava, Apoorv; Tartakovsky, Daniel M.
(2024)
How to Explain Geology to a Robot? DISTINGUISHing Patterns for Optimal Geosteering Decisions.
DigiWells Seminar 2024;
2024-11-26.
Bratvold, Reidar Brumer; Hong, Aojie; Muhammad, Ressi Bonti
(2024)
Value Creation in Sustainable Energy Transition Using Reinforcement Learning.
SPE Europe Energy Conference;
2024-07-25 - 2024-07-28.
Muhammad, Ressi Bonti; Srivastava, Apoorv; Alyaev, Sergey; Bratvold, Reidar Brumer; Tartakovsky, Daniel M.
(2023)
Integrating Reinforcement Learning and Particle Filter for Enhanced Geosteering Decision-Making.
DigiWells Seminar;
2023-11-28 - 2023-11-29.
Muhammad, Ressi Bonti; Bratvold, Reidar Brumer; Alyaev, Sergey
(2021)
Reinforcement learning for better geosteering decisions.
DigiWells seminar;
2021-11-23 - 2021-11-24.