Publications and outreach – Distinguish

• Lecture by: Alyaev, S. , Muhammad, R.B., Cheraghi, Y., Bratvold, R.B., Srivastava, A., Tartakovsky, D.M. (2024)

  How to Explain Geology to a Robot? DISTINGUISHing Patterns for Optimal Geosteering Decisions

  DigiWells Seminar 2024

• Lecture by: Djecta, H.E., Cheraghi, Y., Muhammad, R.B., Alyaev, S. , Fossum, K. , Bratvold, R.B., Srivastava, A. (2024)

  Improvement of Reinforcement Learning Strategies of the Pluralistic Robot Validated in Competitive Geosteering

  Geosteering and Formation Evaluation Workshop by NORCE and NFES 2024

• Lecture by: Alyaev, S. , Fossum, K. , Djecta, H.E., Tveranger, J., Elsheikh, A.H. (2024)

  Laying the Foundation for Generative AI-Enhanced Geosteering: The Complete DISTINGUISH Workflow

  Geosteering and Formation Evaluation Workshop by NORCE and NFES 2024

• Lecture by: Alyaev, S. , Muhammad, R.B., Cheraghi, Y., Bratvold, R.B., Srivastava, A., Tartakovsky, D.M. (2024)

  Optimizing Sequential Decisions in Geosteering: Reinforcement Learning vs Human Experts in Fast-Paced Uncertain Environment

  CSSR Annual Conference 2024

• Lecture by: Alyaev, S. , Fossum, K. , Djecta, H.E., Tveranger, J., Elsheikh, A.H. (2024)

  DISTINGUISH Workflow: a New Paradigm of Dynamic Well Placement Using Generative Machine Learning

  ECMOR 2024

• Conf-paper by: Alyaev, S. , Fossum, K. , Djecta, H.E., Tveranger, J., Elsheikh, A.H. (2024)

  DISTINGUISH Workflow: a New Paradigm of Dynamic Well Placement Using Generative Machine Learning

  European Association of Geoscientists and Engineers (EAGE)

• Conf-paper by: Muhammad, R.B., Cheraghi, Y., Alyaev, S. , Srivastava, A., Bratvold, R.B. (2024)

  Enhancing Geosteering With AI: Integrating a Decision-Making Robot Into a Cloud-Based Environment and Benchmarking Against Human Experts

  Proceedings of SPE Norway Subsurface Conference

• Paper by: Fossum, K. , Alyaev, S. , Elsheikh, A.H. (2024)

  Ensemble history-matching workflow using interpretable SPADE-GAN geomodel

  First Break

• Lecture by: Muhammad, R.B., Cheraghi, Y., Alyaev, S. , Srivastava, A., Bratvold, R.B. (2024)

  Enhancing Geosteering With AI: Integrating a Decision-Making Robot Into a Cloud-Based Environment and Benchmarking Against Human Experts

  SPE Norway Subsurface Conference

• Lecture by: Muhammad, R.B., Cheraghi, Y., Alyaev, S. , Srivastava, A., Bratvold, R.B., Tartakovsky, D.M. (2024)

  High-Precision Geosteering via Reinforcement Learning and Particle Filters

  Monthly Data Assimilation seminar

• Lecture by: Fossum, K. , Alyaev, S. , Elsheikh, A.H. (2024)

  Ensemble History-Matching Workflow Using Interpretable Spade-Gan Geomodel

  Monthly Data Assimilation seminar

• Lecture by: Alyaev, S. (2023)

  DISTINGUISH from the depth of detection to the probabilistic distance of prediction

  DigiWells Seminar

• Lecture by: Fossum, K. , Alyaev, S. , Elsheikh, A.H. (2023)

  Ensemble History-Matching Workflow Using Interpretable Spade-Gan Geomodel

  Fifth EAGE Conference on Petroleum Geostatistics

• Conf-paper by: Fossum, K. , Alyaev, S. , Elsheikh, A.H. (2023)

  Ensemble History-Matching Workflow Using Interpretable Spade-Gan Geomodel (Extended abstract)

  European Association of Geoscientists and Engineers (EAGE)

Total: 14