Publications 2025
(Also see outreach for talks, posters, or browse by project )
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Paper by: Zhang, L., Pacis, F.J.C., Alyaev, S. , Wiktorski, T.
Cloud-Free Question Answering from Internal Knowledge Bases: Building an AI for Drilling Applications
First Break
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Paper by: Muhammad, R.B., Cheraghi, Y., Alyaev, S. , Srivastava, A., Bratvold, R.B.
Geosteering Robot Powered by Multiple Probabilistic Interpretation and Artificial Intelligence: Benchmarking Against Human Experts
SPE Journal
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PhD-thesis by: Muhammad, R.B., Bratvold, R.B., Alyaev, S.
A Probabilistic Reinforcement Learning Framework for Optimized Decision-Making in Geosteering
Universitetet i Stavanger
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Paper by: Lin, Y., Yang, Q., Li, X., Dong, X., Luo, H., Nie, Y., Wang, J., Wang, Y. , Min, C.
Ice-kNN-South: A Lightweight Machine Learning Model for Antarctic Sea Ice Prediction
JGR Machine Learning & Computation
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Paper by: Singh, T. , Counillon, F.S. , Tjiputra, J., Wang, Y.
A novel ensemble-based parameter estimation for improving ocean biogeochemistry in an Earth system model
Journal of Advances in Modeling Earth Systems
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Paper by: Ciavatta, S., Lazzari, P., Alvarez, E., Bertino, L. , Bolding, K., Bruggeman, J., Capet, A., Cossarini, G., Daryabor, F., Nerger, L., Popov, M., Skakala, J., Spada, S., Teruzzi, A., Wakamatsu, T., Yumruktepe, V.Ç., Brasseur, P.
Control of simulated ocean ecosystem indicators by biogeochemical observations
Progress in Oceanography
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Paper by: Behura, J., Alyaev, S.
Geophysics Bright Spots: Strategic geosteering workflow
The Leading Edge
Total: 7