Outreach from DISTINGUISH

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

• Poster by: Saleem, H. , Alyaev, S. , Blaser, N. , Fossum, K. , El.Sheikh, A. (2026)

  Diffusion Based for Probabilistic Geomodel Inpainting

  Probabilistic AI School

• Lecture by: Saleem, H. , Blaser, N. , Alyaev, S. , Fossum, K. , ElSheikh, A.H. (2026)

  Generation of Local Geological Structure Ahead of the Bit Using Diffusion-Based AI Models

  SPE Europe Subsurface Conference

• Lecture by: Alyaev, S. , Djecta, H.E. , Fossum, K. , Muhammad, R.B. , Cheraghi, Y., Bratvold, R.B. , Saleem, H. , Srivastava, A. (2026)

  Progressive Generative Geomodeling with Ensemble Filtering for Synthesizing Deep-RL and Algorithmic Geosteering Policies

  EnKF Wrokshop

• Lecture by: Alyaev, S. (2026)

  Application andFuture Impact of AI within Geosteering. A computational scientist’s perspective

  SPWLA Topical Conference on Ultra Deep Azimuthal Resistivity

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

  Decision Transformers trained on stochastic drilling trajectories with Particle-Filter State Estimation for Geosteering

  EnKF Workshop

• Poster by: Saleem, H. , Alyaev, S. , Blaser, N. , Fossum, K. , ElSheikh, A. (2026)

  Diffusion-Based Geomodel Outpainting for Geosteering

  21st international EnKF workshop (2026)

• Poster 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

  NeurIPS 2025 Workshop EWM

• Lecture by: Alyaev, S. , Djecta, H.E. , Muhammad, R.B. , Cheraghi, Y., Bratvold, R.B. , Li, J., Shevyrev, N., Bogoedov, D., An, H. (2025)

  Geology Forecast Challenge: Data-Driven Probabilistic Modeling of Subsurface Layer Deformations

  European Conference on Numerical Mathematics and Advanced Applications 2025

• Poster by: Alyaev, S. , Fossum, K. , Djecta, H.E. , Tveranger, J. , You, J. , Elsheikh, A.H. (2025)

  AI-Enhanced Well-Steering: Open Workflow Implementation with Latent Space Geomodeling and Uncertainty Quantification

  EnKF Workshop

• Poster by: Fossum, K. , Alyaev, S. (2025)

  Incorporating Jacobian Information in Ensemble Kalman Inversion for Real-Time Geosteering

  EnKF Workshop

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

  Solving Geosteering as a Partially Observable Markov Decision Process: Integrating Deep Learning with Data Assimilation

  EnKF Workshop

• Poster by: Bratvold, R.B. , Muhammad, R.B. , Hong, A., Alyaev, S. (2025)

  Value Creation in Sustainable Energy Transition Using Reinforcement Learning

  Geilo Winter School

• Poster by: Saleem, H. , Alyaev, S. , Blaser, N. , Fossum, K. (2025)

  Latent Diffusion For Text Generation and its Application in Geology

  Geilo Winter School

• Lecture by: Alyaev, S. (2025)

  Real-Time Geological Inversion for Decision-Making and Stratigraphic Inversion Exercise

  Geilo Winter School

• 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

• 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

Total: 24