Publications from DISTINGUISH

3D GiG / DigiWells: geosteer / DISTINGUISH / Geosteering for IOR
2026 / 2025 / 2024 / 2023 / 2022 / 2021 / 2020 / 2019 / 2018

• Conf-paper by: Djecta, H.E. , Alyaev, S. , Blaser, N. , Li, J., Shevyrev, N., Bogoedov, D., An, H. (2026)

  Sequence Machine Learning for Geological Forecasting: Insights from the Open Geology Forecast Challenge

  European Association of Geoscientists and Engineers (EAGE)

• Conf-paper by: Alyaev, S. , Fossum, K. (2026)

  AI-Powered Sandbox Simulator of Explainable Uncertainty-Informed Geosteering Decisions

  European Association of Geoscientists and Engineers (EAGE)

• Conf-paper by: Alyaev, S. , Antonsen, F., Holbrough, D., Kuvaev, I., Rabinovich, M. (2026)

  Where Geosteering Is Heading by 2035: Insights from an International Expert Panel and Participant Survey at a Norwegian Workshop

  SPWLA

• Conf-paper by: Alyaev, S. , Fossum, K. , Djecta, H.E. (2026)

  Web-Based Demonstration of a Multi-Realization Generative-AI Geosteering Workflow

  Society of Petroleum Engineers (SPE)

• Paper by: Djecta, H.E. , Alyaev, S. , Fossum, K. , Bratvold, R.B. (2026)

  Belief-Aware Decision Transformers for Offline-to-Online Decision-Making under Partial Observability: A Geosteering Case Study

  Open Review

• Book-chapter by: Djecta, H.E. , Alyaev, S. , Fossum, K. , Bratvold, R.B. , Muhammad, R.B. , Srivastava, A. (2025)

  Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters

  Springer Nature

• Paper by: Djecta, H.E. , Alyaev, S. , Fossum, K. , Bratvold, R.B. , Sui, D. (2025)

  Geosteering Through the Lens of Decision Transformers: Toward Embodied Sequence Decision-Making

  Open Review

• Paper by: Cheraghi, Y., Alyaev, S. , Bratvold, R.B. , Hong, A., Kuvaev, I., Clark, S., Zhuravlev, A. (2025)

  Analyzing expert decision-making in geosteering: Statistical insights from a large-scale controlled experiment

  Applied Computing and Geosciences

• Paper by: Muhammad, R.B. , Cheraghi, Y., Alyaev, S. , Srivastava, A., Bratvold, R.B. (2025)

  Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts

  SPE Journal

• 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); posted on arXiv.

• 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

• 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: 13