Hibat Errahmen Djecta
Stipendiat
hidj@norceresearch.no
+47 56 10 71 32
Nygårdsgaten 112, 5008 Bergen, Norway
Prosjekter
Publikasjoner
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KonferanseforedragBelief-Aware Decision Transformers for Offline-to-Online Decision-Making under Partial Observability: A Geosteering Case Study– The International Conference on Machine Learning (ICML) Workshop 2026. Decision-Making from Offline Datasets to Online 2026
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KonferanseforedragFrom Offline Trajectories to Steering Decisions: Decision Transformers for Probabilistic Geosteering– ICCS 2026: 26TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE 2026
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Faglig foredragProgressive Generative Geomodeling with Ensemble Filtering for Synthesizing Geosteering Policies– GeoEnergy Seminar 2026
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KonferanseforedragProgressive Generative Geomodeling with Ensemble Filtering for Synthesizing Deep-RL and Algorithmic Geosteering Policies– EnKF Wrokshop 2026
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Vitenskapelig artikkelBelief-Aware Decision Transformers for Offline-to-Online Decision-Making under Partial Observability: A Geosteering Case Study– Open Review 2026
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Vitenskapelig artikkelGeosteering Through the Lens of Decision Transformers: Toward Embodied Sequence Decision-Making– Open Review 2025
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KonferanseforedragGeology Forecast Challenge: Data-Driven Probabilistic Modeling of Subsurface Layer Deformations– European Conference on Numerical Mathematics and Advanced Applications 2025 2025
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Vitenskapelig kapittelUncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters– 2025
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KonferanseforedragSequence Machine Learning for Geological Forecasting: Insights from the Open Geology Forecast Challenge– Sixth EAGE Digitalization Conference & Exhibition 2026
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KonferanseforedragWeb-Based Demonstration of a Multi-Realization Generative-AI Geosteering Workflow– SPE Europe Subsurface Conference 2026
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KonferanseforedragUncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters– ICCS 2025: 25th International Conference on Computational Science 2025
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KonferanseforedragLaying the Foundation for Generative AI-Enhanced Geosteering: The Complete DISTINGUISH Workflow– Geosteering and Formation Evaluation Workshop by NORCE and NFES 2024 2024
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KonferanseforedragImprovement of Reinforcement Learning Strategies of the Pluralistic Robot Validated in Competitive Geosteering– Geosteering and Formation Evaluation Workshop by NORCE and NFES 2024 2024
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Vitenskapelig kapittelDISTINGUISH Workflow: a New Paradigm of Dynamic Well Placement Using Generative Machine Learning– 2024
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KonferanseforedragDISTINGUISH Workflow: a New Paradigm of Dynamic Well Placement Using Generative Machine Learning– ECMOR 2024 2024
