Publications 2024
(Also see outreach for talks, posters, or browse by project )
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Conf-paper by: Muhammad, R.B., Cheraghi, Y., Alyaev, S. , Srivastava, A., Bratvold, R.B.
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
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Paper by: Mannseth, T. , Fossum, K. , Aanonsen, S.I.
Calculating Bayesian model evidence for porous-media flow using a multilevel estimator
Journal of Computational Physics
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Paper by: Nilsen, M.M. , Stordal, A.S. , Raanes, P.N. , Lorentzen, R.J. , Eikrem, K.S.
Non-Gaussian Ensemble Optimization
Mathematical Geosciences
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Paper by: Silva, E., Brajard, J. , Counillon, F.S. , Pettersson, L.H., Naustvoll, L.J.
Probalistic models for harmful algae: application to the Norwegian coast
Environmental Data Science (EDS)
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Paper by: Barthelemy, S.J., Counillon, F.S. , Wang, Y.
Adaptive Covariance Hybridization for the Assimilation of SST Observations Within a Coupled Earth System Reanalysis
Journal of Advances in Modeling Earth Systems
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Paper by: Barthelemy, S.J., Counillon, F.S. , Wang, Y.
Adaptive Covariance Hybridization for the Assimilation of SST Observations Within a Coupled Earth System Reanalysis
Journal of Advances in Modeling Earth Systems
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Paper by: Mannseth, T.
Multiscale model diagnostics
Computational Geosciences
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Paper by: Bieleninik, L., Kvestad, I., Gold, C., Stordal, A.S. , Assmus, J., Arnon, S., Elefant, C., Ettenberger, M., Gaden, T.S., Haar-Shamir, D., Håvardstun, T., Lichtensztejn, M., Mangersnes, J., Wiborg, A.N., Vederhus, B.J., Ghetti, C.
Music Therapy in Infancy and Neurodevelopmental Outcomes in Preterm Children: A Secondary Analysis of the LongSTEP Randomized Clinical Trial
JAMA Network Open
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Paper by: Bushuk, M., Ali, S., Bailey, D.A., Bao, Q., Batté, L., Bhatt, U.S., Blanchard-Wrigglesworth, E., Blockley, E., Cawley, G., Chi, J., Counillon, F., Coulombe, P.G., Cullather, R.I., Diebold, F.X., Dirkson, A., Exarchou, E., Göbel, M., Gregory, W., Guemas, V., Hamilton, L., He, B., Horvath, S., Ionita, M., Kay, J.E., Kim, E., Kimura, N., Kondrashov, D., Labe, Z.M., Lee, W., Lee, Y.J., Liu, C., Liu, X., Lin, Y., Liu, Y., Maslowski, W., Massonnet, F., Meier, W.N., Merryfield, W.J., Myint, H., Navarro, J.C.A., Petty, A., Qiao, F., Schweiger, A., Shu, Q., Sigmond, M., Steele, M., Stroeve, J., Sun, N., Schröder, D., Tietsche, S., Tsamados, M., Wang, K., Wang, J., Wang, W., Wang, Y. , Williamson, J., Yang, Q., Yuan, X., Zhang, J., Zhang, Y.
Predicting September Arctic Sea Ice: A Multi-Model Seasonal Skill Comparison
Bulletin of The American Meteorological Society - (BAMS)
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Paper by: Driscoll, S., Carrassi, A., Brajard, J. , Bertino, L. , Bocquet, M., Olason, E.
Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks
Journal of Computational Science
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Paper by: Chen, Y., Smith, P., Carrassi, A., Pasmans, I., Bertino, L. , Bocquet, M., Finn, T.S., Rampal, P., Dansereau, V.D.
Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology
The Cryosphere
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Paper by: Palerme, C., Lavergne, T., Rusin, J., Melsom, A., Brajard, J. , Kvanum, A.F.H., Sørensen, J.A.M., Bertino, L. , Müller, M.
Improving short-term sea ice concentration forecasts using deep learning
The Cryosphere
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Paper by: Xia, C., Li, J., Riva, M., Luo, X. , Guadagnini, A.
Characterization of conductivity fields through iterative ensemble smoother and improved correlation-based adaptive localization
Journal of Hydrology
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Paper by: Balakin, B., Saparbayeva, N., Struchalin, P., Rahman, T., Alyaev, S.
Application of Machine Learning to Predict Blockage in Multiphase Flow
Computation
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Paper by: Chen, F., Wang, Y. , Li, X.
A Data- and Knowledge-Driven Method for Fusing Satellite-Derived and Ground-Based Precipitation Observations
IEEE Transactions on Geoscience and Remote Sensing
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Paper by: Garcia Oliva, L.C., Counillon, F.S. , Bethke, I., Keenlyside, N.S.
Intercomparison of initialization methods for seasonal-to-decadal climate predictions with the NorCPM
Climate Dynamics
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Paper by: Durán Moro, M., Sperrevik, A.K., Lavergne, T., Bertino, L. , Gusdal, Y., Iversen, S.C., Rusin, J.
Assimilation of satellite swaths versus daily means of sea ice concentration in a regional coupled ocean–sea ice model
The Cryosphere
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Paper by: Jeuring, J., Samuelsen, E.M., Lamers, M., Müller, M., Hjøllo, B.Å., Bertino, L. , Hagen, B.
Map-based ensemble forecasts for maritime operations: An interactive usability assessment with decision scenarios
Weather, Climate, and Society
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Conf-paper by: Pacis, F.J.C., Alyaev, S. , Pelfrene, G., Wiktorski, T.
Enhancing Information Retrieval in the Drilling Domain: Zero-Shot Learning with Large Language Models for Question-Answering
Society of Petroleum Engineers
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Paper by: Fossum, K. , Alyaev, S. , Elsheikh, A.H.
Ensemble history-matching workflow using interpretable SPADE-GAN geomodel
First Break
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Paper by: Lorentzen, R.J. , Bhakta, T. , Fossum, K. , Haugen, J.A., Lie, E.O., Ndingwan, A.O., Straith, K.R.
Ensemble-based history matching of the Edvard Grieg field using 4D seismic data
Computational Geosciences
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Paper by: Ogilvie, A., King, L.A., Keenlyside, N.S., Counillon, F.S. , Davidsdottir, B., Einarsson, N., Gulev, S., Fan, K., Koenigk, T., Mcgoodwin, J.R., Rasmusson, M.H., Yang, S.
Recent Ventures in Interdisciplinary Arctic Research: The ARCPATH Project
Advances in Atmospheric Sciences
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Paper by: Richter, I., Ratnam, J.V., Martineau, P., Oettli, P., Doi, T., Ogata, T., Kataoka, T., Counillon, F.S.
A simple statistical post-processing scheme for enhancing the skill of seasonal SST predictions in the tropics
Monthly Weather Review
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Paper by: Umbert, M., de Andrés, E., Sanchez, M., Gabarró, C., Hoareau, N., Gonzalez-Gambau, V., Garcia-Espriu, A., Olmedo, E., Raj, R.P., Xie, J. , Catany, R.
Contribution of satellite sea surface salinity to the estimation of liquid freshwater content in the Beaufort Sea
Ocean Science
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Paper by: Luo, X. , Tveit, S., Gholami, R., Andersen, P.Ø.
Underground hydrogen storage (UHS) in natural storage sites: A perspective of subsurface characterization and monitoring
Fuel
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Paper by: Ettenberger, M., Bieleninik, L., Stordal, A.S. , Ghetti, C.
The effect of paternal anxiety on mother-infant bonding in neonatal intensive care
BMC Pregnancy and Childbirth
Total: 26