Publications (all)
(Also see outreach for talks, posters)
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Paper by: Soni, A.K., Tripathi, J.N., Tewari, M., Sateesh, M., Singh, T. (2023)
Future Projection of Drought Risk over Indian Meteorological Subdivisions Using Bias-Corrected CMIP6 Scenarios.
Atmosphere
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Paper by: Zhang, X., Xiao, H., Luo, X. , He, G. (2023)
Combining direct and indirect sparse data for learning generalizable turbulence models.
Journal of Computational Physics
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Paper by: Chalub Cruz, W., Luo, X. , Petvipusit, K.R. (2023)
Improving history matching performance in a 3D field-scale case study by combining tracer and production data.
Geoenergy Science and Engineering
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Paper by: Ghetti, C., Gaden, T.S., Bieleninik, L., Kvestad, I., Assmus, J., Stordal, A.S. , Aristizabal Sanchez, L.F., Arnon, S., Dulsrud, J., Elefant, C., Epstein, S., Ettenberger, M., Glosli, H., Konieczna-Nowak, L., Lichtensztejn, M., Lindvall, M.W., Mangersnes, J., Murcia Fernández, L.D., Røed, C.J., Saá, G., Van Roy, B., Vederhus, B.J., Gold, C. (2023)
Effect of Music Therapy on Parent-Infant Bonding Among Infants Born Preterm: A Randomized Clinical Trial.
JAMA Network Open
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Paper by: Rørtveit, Ø.L., Hysing, L.B., Stordal, A.S. , Pilskog, S.M.C. (2023)
An organ deformation model using Bayesian inference to combine population and patient-specific data.
Physics in Medicine and Biology
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Paper by: Eikrem, K.S. , Lorentzen, R.J. , Faria, R., Stordal, A.S. , Godard, A. (2023)
Offshore wind farm layout optimization using ensemble methods.
Renewable Energy
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Paper by: Correa, K., Machu, E., Brajard, J. , Diouf, D., Sall, S.M., Demarcq, H. (2023)
Adaptation of a Neuro-Variational Algorithm from SeaWiFS to MODIS-Aqua Sensor for the Determination of Atmospheric and Oceanic Variables.
Remote Sensing
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Review-paper by: Cheng, S., Quilodran-Casas, C., Ouala, S., Farchi, A., Liu, C., Tandeo, P., Fablet, R., Lucor, D., Iooss, B., Brajard, J. , Xiao, D., Janjic, T., Ding, W., Guo, Y., Carrassi, A., Bocquet, M., Arcucci, R. (2023)
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review.
IEEE/CAA Journal of Automatica Sinica
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Paper by: Fransner, S.F.K., Olsen, A., Årthun, M., Counillon, F.S. , Tjiputra, J., Samuelsen, A., Keenlyside, N.S. (2023)
Phytoplankton abundance in the Barents Sea is predictable up to five years in advance.
Communications Earth & Environment
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Paper by: Silva, E., Counillon, F.S. , Brajard, J. , Pettersson, L.H., Naustvoll, L.J. (2023)
Forecasting harmful algae blooms: Application to Dinophysis acuminata in northern Norway.
Harmful Algae
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Paper by: Popov, A.A., Sandu, A., Nino-Ruiz, E.D., Evensen, G. (2023)
A Stochastic Covariance Shrinkage Approach in Ensemble Transform Kalman Filtering.
Tellus A: Dynamic Meteorology and Oceanography
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Paper by: Mauran, S., Mouysset, S., Simon, E., Bertino, L. (2023)
A Kernel Extension of the Ensemble Transform Kalman Filter.
Lecture Notes in Computer Science (LNCS)
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Paper by: Ying, Y. , Anderson, J., Bertino, L. (2023)
Improving Vortex Position Accuracy with a New Multiscale Alignment Ensemble Filter.
Monthly Weather Review
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Paper by: Umbert, M., De-Andrés, E., Gonçalves-Araujo, R., Gutiérrez, M., Raj, R.P., Bertino, L. , Gabarró, C., Isern-Fontanet, J. (2023)
Surface and Interior Dynamics of Arctic Seas Using Surface Quasi-Geostrophic Approach.
Remote Sensing
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Paper by: Counillon, F.S. , Keenlyside, N.S., Wang, S., Devilliers, M., Gupta, A.K., Koseki, S., Shen, M. (2023)
Framework for an Ocean-Connected Supermodel of the Earth System.
Journal of Advances in Modeling Earth Systems
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Paper by: Schemm, S., Grund, D., Knutti, R., Wernli, H., Ackermann, M., Evensen, G. (2023)
Learning from weather and climate science to prepare for a future pandemic.
Proceedings of the National Academy of Sciences of the United States of America
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Paper by: Cheng, S., Chen, Y., Aydogdu, A., Bertino, L. , Carrassi, A., Rampal, P., Jones, C.K. (2023)
Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019-2020.
The Cryosphere
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Paper by: Gaden, T.S., Gold, C., Assmus, J., Kvestad, I., Stordal, A.S. , Bieleninik, L., Ghetti, C. (2023)
Treatment fidelity in a pragmatic clinical trial of music therapy for premature infants and their parents: the LongSTEP study.
Trials
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Paper by: Lemmouchi, F., Cuesta, J., Lachatre, M., Brajard, J. , Coman, A., Beekman, M., Derognat, C. (2023)
Machine Learning-Based Improvement of Aerosol Optical Depth from CHIMERE Simulations Using MODIS Satellite Observations.
Remote Sensing
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Paper by: Xie, J. , Pappukutty, R.R., Bertino, L. , Martínez, J., Gabarró, C., Catany, R. (2023)
Assimilation of sea surface salinities from SMOS in an Arctic coupled ocean and sea ice reanalysis.
Ocean Science
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Paper by: Gabarró, C., Hughes, N., Wilkinson, J., Bertino, L. , Bracher, A., Diehl, T., Dierking, W.F.O., Gonzalez-Gambau, V., Lavergne, T., Madurell, T., Malnes, E., Wagner, P.M. (2023)
Improving satellite-based monitoring of the polar regions: Identification of research and capacity gaps.
Frontiers in Remote Sensing
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Paper by: Jahani, N., Alyaev, S. , Ambia, J., Fossum, K. , Suter, E.C., Torres-Verdin, C. (2023)
Enhancing the Detectability of Deep-Sensing Borehole Electromagnetic Instruments by Joint Inversion of Multiple Logs Within a Probabilistic Geosteering Workflow.
Petrophysics
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Paper by: Xiang, K., Jakobsen, M., Eikrem, K.S. , Nævdal, G. (2023)
A matrix-free variant of the distorted Born iterative method for seismic full-waveform inversion.
Geophysical Prospecting
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Paper by: Min, C., zhou, X., Luo, H., Yang, Y., Wang, Y. , Zhang, J., Yang, Q. (2023)
Toward Quantifying the Increasing Accessibility of the Arctic Northeast Passage in the Past Four Decades.
Advances in Atmospheric Sciences
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Paper by: Zhang, Y., Stordal, A.S. , Lorentzen, R.J. (2023)
A natural Hessian approximation for ensemble based optimization.
Computational Geosciences
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Paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T. (2023)
Sequential multilevel assimilation of inverted seismic data.
Computational Geosciences
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Paper by: Ahmed, N., Weibull, W.W., Quintal, B., Grana, D., Bhakta, T. (2022)
Frequency-dependent AVO inversion applied to physically based models for seismic attenuation.
Geophysical Journal International
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Conf-paper by: Luo, X. , Petvipusit, K.R., Chalub Cruz, W. (2022)
Joint History Matching of Production and Tracer Data Through an Iterative Ensemble Smoother: A 3D Field-Scale Case Study.
International Petroleum Technology Conference
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Conf-paper by: Sandve, T.H., Sævareid, O., Lomeland, F., Lorentzen, R.J. (2022)
History Matching Field Scale Model Using LET Based Relative Permeability.
European Association of Geoscientists and Engineers (EAGE)
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Paper by: Tewari, M., Kishtawal, C., Moriarty, V., Pallav, R., Singh, T. , Zhang, L., Treinish, L., Tewari, K. (2022)
Improved seasonal prediction of harmful algal blooms in Lake Erie using large-scale climate indices.
Communications Earth & Environment
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Conf-paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T. (2022)
Towards Application of Multilevel Data Assimilation in Realistic Reservoir History-Matching Problems.
European Association of Geoscientists and Engineers (EAGE)
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Paper by: Alaguarda, D., Brajard, J. , Coulibaly, G., Canesi, M., Douville, E., Le Cornec, C., Lelabousse, C., Tribollet, A. (2022)
54 years of microboring community history explored by machine learning in a massive coral from Mayotte (Indian Ocean).
Frontiers in Marine Science
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Paper by: Lie, E.O., Bhakta, T. , Sandø, I. (2022)
Inclusion of seismic attributes in reservoir ensemble coverage analysis.
The Leading Edge
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Paper by: Keil, T., Kleikamp, H., Lorentzen, R.J. , Oguntola, M.B., Ohlberger, M. (2022)
Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery.
Advances in Computational Mathematics
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Paper by: Wang, Y. , Counillon, F.S. , Barthelemy, S.J., Barth, A. (2022)
Benefit of vertical localization for sea surface temperature assimilation in isopycnal coordinate model.
Frontiers in Climate
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Paper by: Lien, V.S., Aaboe, S., Down, E., Bertino, L. , Hendricks, S., Lavergne, T., Xie, J. , Mangin, A., Bretagnon, M. (2022)
Section 4.2. Oceanic response to the 2020 Siberian heatwave In: Copernicus Ocean State Report, issue 6.
Journal of operational oceanography. Publisher: The Institute of Marine Engineering, Science & Technology
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Paper by: Fossum, K. , Alyaev, S. , Tveranger, J., Elsheikh, A.H. (2022)
Verification of a real-time ensemble-based method for updating earth model based on GAN.
Journal of Computational Science
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Paper by: Sandve, T.H., Sævareid, O., Lomeland, F., Lorentzen, R.J. (2022)
History Matching Field Scale Model Using LET Based Relative Permeability.
Proceedings of Ecmor
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Paper by: Nævdal, G. , Rofstad, E.K., Søreide, K., Evje, S. (2022)
Fluid-sensitive migration mechanisms predict association between metastasis and high interstitial fluid pressure in pancreatic cancer.
Journal of Biomechanics
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Paper by: Zhang, X., Xiao, H., Luo, X. , He, G. (2022)
Ensemble Kalman method for learning turbulence models from indirect observation data.
Journal of Fluid Mechanics
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Paper by: Luo, X. , Xia, C. (2022)
Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter.
Frontiers in Applied Mathematics and Statistics
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Conf-paper by: Ambrus, A., Alyaev, S. , Jahani, N., Pacis, F.J.C., Wiktorski, T. (2022)
Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks.
The American Society of Mechanical Engineers (ASME)
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Paper by: Baaklini, G., El Hourany, R., Fakhri, M., Brajard, J. , Issa, L., Fifani, G., Mortier, L. (2022)
Surface circulation properties in the eastern Mediterranean emphasized using machine learning methods.
Ocean Science
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Conf-paper by: Bertino, L. , Blockley, E., Johannessen, J.A., Olason, E. (2022)
Sea Ice Modelling.
ETOOFS Expert team on Operational Ocean Forecasting System - Implementing operational ocean monitoring and forecasting systems
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Conf-paper by: Gutkneckt, E., Bertino, L. , Brasseur, P., Ciavatta, S., Gianpiero, C., Fennel, K., Ford, D., Gregoire, M., Lavoie, D., Lehodey, P. (2022)
Biogeochemical Modelling.
ETOOFS Expert team on Operational Ocean Forecasting System - Implementing operational ocean monitoring and forecasting systems
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Paper by: Chalub Cruz, W., Luo, X. , Petvipusit, K.R. (2022)
Joint History Matching of Multiple Types of Field Data in a 3D Field-Scale Case Study †.
Energies
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Paper by: Chen, F., Kong, X., Li, X., Wang, Y. , Pang, C. (2022)
Reliability of satellite-derived precipitation data in driving hydrological simulations: a case study of the upper Huaihe River basin, China.
Journal of Hydrology
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Book-chapter by: Carrassi, A., Bocquet, M., Demaeyer, J., Grudzien, C., Raanes, P.N. , Vannitsem, S. (2022)
Data Assimilation for Chaotic Dynamics.
Springer
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Conf-paper by: Alyaev, S. , Ambrus, A., Jahani, N., Elsheikh, A. (2022)
Sequential Multi-Realization Probabilistic Interpretation of Well Logs and Geological Prediction by a Deep-Learning Method.
Transactions of the SPWLA 2022
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Paper by: Luo, X. , Cruz, W.C. (2022)
Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother.
Computational Geosciences
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Conf-paper by: Cheraghi, Y., Alyaev, S. , Hong, A., Kuvaev, I., Clark, S., Zhuravlev, A., Bratvold, R.B. (2022)
What can we learn after 10,000 geosteering decisions?.
Society of Petroleum Engineers
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Paper by: Pacis, F.J.C., Alyaev, S. , Ambrus, A., Wiktorski, T. (2022)
Transfer Learning Approach to Prediction of Rate of Penetration in Drilling.
Lecture Notes in Computer Science (LNCS)
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Paper by: Alyaev, S. , Elsheikh, A. (2022)
Direct Multi-Modal Inversion of Geophysical Logs Using Deep Learning.
Earth and Space Science
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Conf-paper by: Rammay, M.H., Alyaev, S. (2022)
Calibration and Prediction Improvement of Decline Curve Models While Accounting for Model Error.
European Association of Geoscientists and Engineers (EAGE)
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Paper by: Rammay, M.H., Alyaev, S. , Elsheikh, A. (2022)
Probabilistic model-error assessment of deep learning proxies: An application to real-time inversion of borehole electromagnetic measurements.
Geophysical Journal International
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Paper by: Chang, Y., Evensen, G. (2022)
An ensemble-based decision workflow for reservoir management.
Journal of Petroleum Science and Engineering
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Paper by: Barthelemy, S.J., Brajard, J. , Bertino, L. , Counillon, F.S. (2022)
Super-resolution data assimilation.
Ocean Dynamics
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Paper by: Brajard, J. , Bertino, L. , Counillon, F.S. (2022)
Super-resolution data assimilation.
Ocean Dynamics
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Paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T. (2022)
Iterative multilevel assimilation of inverted seismic data.
Computational Geosciences
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Monograph by: Evensen, G. , Vossepoel, F.C., van Leeuwen, P.J. (2022)
Data Assimilation Fundamentals: A Unified Formulation of the State and Parameter Estimation Problem.
Springer
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Paper by: Gaden, T.S., Ghetti, C., Kvestad, I., Bieleninik, L., Stordal, A.S. , Assmus, J., Shmuel, A., Elefant, C., Epstein, S., Ettenberger, M., Lichtensztejn, M., Lindvall, M.W., Mangersnes, J., Janner, C., Vederhus, B.J., Gold, C. (2022)
Short-term Music Therapy for Families With Preterm Infants: A Randomized Trial.
Pediatrics
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Paper by: Oguntola, M.B., Lorentzen, R.J. (2022)
Robust Value Quantification of Enhanced Oil Recovery Methods Using Ensemble-Based Optimization.
SPE Reservoir Evaluation and Engineering
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Paper by: Singh, T. , Counillon, F.S. , Tjiputra, J., Wang, Y. , Gharamti, M.E. (2022)
Estimation of Ocean Biogeochemical Parameters in an Earth System Model Using the Dual One Step Ahead Smoother: A Twin Experiment.
Frontiers in Marine Science
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Paper by: Hermanson, L., Smith, D., Seabrook, M., Bilbao, R., Doblas-Reyes, F., Tourigny, E., Lapin, V., Kharin, V.V., Merryfield, W.J., Sospedra-Alfonso, R., Athanasiadis, P., Nicoli, D., Gualdi, S., Dunstone, N., Eade, R., Scaife, A., Collier, M., O'Kane, T., Kitsios, V., Sandery, P., Pankatz, K., Früh, B., Pohlmann, H., Müller, W., Kataoka, T., Tatebe, H., Ishii, M., Imada, Y., Kruschke, T., Koenigk, T., Karami, M.P., Yang, S., Tian, T., Zhang, L., Delworth, T., Yang, X., Zeng, F., Wang, Y. , Counillon, F.S. , Keenlyside, N.S., Bethke, I., Lean, J., Luterbacher, J., Kolli, R.K., Kumar, A. (2022)
WMO Global Annual to Decadal Climate Update A Prediction for 2021-25.
Bulletin of The American Meteorological Society - (BAMS)
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Paper by: Nakanowatari, T., Xie, J. , Bertino, L. , Matsueda, M., Yamagami, A., Inoue, J. (2022)
Ensemble forecast experiments of summertime sea ice in the Arctic Ocean using the TOPAZ4 ice-ocean data assimilation system.
Environmental Research Letters
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Paper by: Bilge, T.A., Fournier, N., Mignac, D., Hume-Wright, L., Bertino, L. , Williams, T., Tietsche, S. (2022)
An evaluation of the performance of sea ice thickness forecasts to support arctic marine transport.
Journal of Marine Science and Engineering
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Paper by: Ranazzi, P.H., Luo, X. , Sampaio, M.A. (2022)
Improving pseudo-optimal Kalman-gain localization using the random shuffle method.
Journal of Petroleum Science and Engineering
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Paper by: Jahani, N., Ambia Garrido, J., Alyaev, S. , Fossum, K. , Suter, E.C., Torres-Verdin, C. (2022)
Ensemble-Based Well-Log Interpretation and Uncertainty Quantification for Well Geosteering.
Geophysics
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Paper by: Rørtveit, Ø.L., Hysing, L.B., Stordal, A.S. , Pilskog, S.M.C. (2021)
Reducing systematic errors due to deformation of organs at risk in radiotherapy.
Medical Physics (Lancaster)
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Paper by: Xiang, K., Eikrem, K.S. , Jakobsen, M., Nævdal, G. (2021)
Homotopy scattering series for seismic forward modelling with variable density and velocity.
Geophysical Prospecting
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Paper by: Singh, T. , Saha, U., Prasad, V., Das Gupta, M. (2021)
Assessment of newly-developed high resolution reanalyses (IMDAA, NGFS and ERA5) against rainfall observations for Indian region.
Atmospheric research
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Conf-paper by: Abord-Hugon Nonet, G., Aggestam Pontoppidan, C., Ditlev-Simonsen, C.D., Hermes, J., Lankoski, L., Lundberg, S., Maheshwari, S., Perrotta Berlin, M., Sebhatu, S.P., Solitander, N., Sundemo, M. (2021)
PRME Nordic Chapter.
Routledge
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Paper by: Nones, J., Solhaug, A., Riella, H.G., Eriksen, G.S., Nones, J. (2021)
Brazilian bentonite and a new modified bentonite material, BAC302, reduce zearalenone -induced cell death.
World Mycotoxin Journal
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Paper by: Oen Lie, E., Bhakta, T. , Sandø, I. (2021)
Seismic modeling using dual-reservoir and geophysical models.
SEG technical program expanded abstracts
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Conf-paper by: Bertino, L. , Ali, A., Carrasco, A., Lien, V.S., Melsom, A. (2021)
The Arctic marine forecasting center in the first Copernicus period.
Proceedings of the 9th EuroGoos International Conference “Advances in Operational Oceanography”: Expanding Europe’s Observing and Forecasting Capacity
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Paper by: Luo, X. (2021)
Novel iterative ensemble smoothers derived from a class of generalized cost functions.
Computational Geosciences
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Paper by: Baaklini, G., Issa, L., Fakhri, M., Brajard, J. , Fifani, G., Menna, M., Taupier-Letage, I., Bosse, A., Mortier, L. (2021)
Blending drifters and altimetric data to estimate surface currents: Application in the Levantine Mediterranean and objective validation with different data types.
Ocean Modelling
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Paper by: Sonnewald, M., Lguensat, R., Jones, D., Brajard, J. , Dueben, P., Balaji, V. (2021)
Bridging observations, theory and numerical simulation of the ocean using machine learning.
Environmental Research Letters
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Paper by: Bouget, V., Béréziat, D., Brajard, J. , Charantonis, A., Filoche, A. (2021)
Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting.
Remote Sensing
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Paper by: Liu, Y., Xie, J. , Liu, Z., Gan, J., Zhu, J. (2021)
The Assimilation of Temperature and Salinity Profile Observations for Forecasting the River–Estuary–Shelf Waters.
Journal of Geophysical Research (JGR): Oceans
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Paper by: Lyu, G., Armin, K., Nuno, S., Stammer, D., Xie, J. (2021)
Arctic Ocean-Sea ice reanalysis for the period 2007-2016 using the adjoint method.
Quarterly Journal of the Royal Meteorological Society
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Conf-paper by: Alyaev, S. , Tveranger, J., Fossum, K. , Elsheikh, A. (2021)
Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network (conference extended abstract).
European Association of Geoscientists and Engineers (EAGE)
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Conf-paper by: Fossum, K. , Alyaev, S. , Suter, E.C., Tosi, G., Mele, M. (2021)
Reducing 3D uncertainty by an ensemble-based geosteering workflow: an example from the Goliat field.
European Association of Geoscientists and Engineers (EAGE)
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Paper by: Alyaev, S. , Ivanova, S., Holsaeter, A.M., Bratvold, R.B., Bendiksen, M. (2021)
An interactive sequential-decision benchmark from geosteering.
Applied Computing and Geosciences
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Paper by: Alyaev, S. , Tveranger, J., Fossum, K. , Elsheikh, A. (2021)
Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network.
First Break
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Paper by: Fossum, K. , Alyaev, S. , Tveranger, J., Elsheikh, A. (2021)
Deep learning for prediction of complex geology ahead of drilling.
Lecture Notes in Computer Science (LNCS)
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Paper by: Alyaev, S. , Shahriari, M., Pardo, D., Omella, Á.J., Larsen, D.S., Jahani, N., Suter, E.C. (2021)
Modeling extra-deep electromagnetic logs using a deep neural network.
Geophysics
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Paper by: Thune, E.L., Kosinski, P.J., Balakin, B., Alyaev, S. (2021)
A numerical study of flow field and particle deposition in nasal channels with deviant geometry.
Engineering Applications of Computational Fluid Mechanics
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Conf-paper by: Alyaev, S. , Holsaeter, A.M., Bratvold, R.B., Ivanova, S., Bendiksen, M. (2021)
Systematic decisions under uncertainty : An experiment towards better geosteering operations.
Society of Petroleum Engineers
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Conf-paper by: Tadjer, M.A.A., Alyaev, S. , Miner, D., Kuvaev, I., Bratvold, R.B. (2021)
Unlocking the human factor : Geosteering decision making as a component of drilling operational efficacy.
Society of Petroleum Engineers
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Conf-paper by: Jahani, N., Ambia, J., Fossum, K. , Alyaev, S. , Suter, E.C., Torres-Verdin, C. (2021)
Real-Time Ensemble-Based Well-Log Interpretation for Geosteering.
Society of Petroleum Engineers
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Conf-paper by: Alyaev, S. , Daireaux, B. (2021)
Multi-Trajectory Hydraulic Model for More Accurate Geosteering Constraints.
Society of Petroleum Engineers
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Review-paper by: Oliver, D., Fossum, K. , Bhakta, T. , Sandø, I., Nævdal, G. , Lorentzen, R.J. (2021)
4D seismic history matching.
Journal of Petroleum Science and Engineering
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Paper by: Luo, X. , Lorentzen, R.J. , Bhakta, T. (2021)
Accounting for model errors of rock physics models in 4D seismic history matching problems: A perspective of machine learning.
Journal of Petroleum Science and Engineering
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Paper by: Oguntola, M.B., Lorentzen, R.J. (2021)
Ensemble-based constrained optimization using an exterior penalty method.
Journal of Petroleum Science and Engineering
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Paper by: Silva, E., Counillon, F. , Brajard, J. , Korosov, A., Pettersson, L.H., Samuelsen, A., Keenlyside, N. (2021)
Twenty-One Years of Phytoplankton Bloom Phenology in the Barents, Norwegian, and North Seas.
Frontiers in Marine Science
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Paper by: Counillon, F.S. , Keenlyside, N.S., Toniazzo, T., Koseki, S., Demissie, T.D., Bethke, I., Wang, Y. (2021)
Relating model bias and prediction skill in the equatorial Atlantic.
Climate Dynamics
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Paper by: Bethke, I., Wang, Y. , Counillon, F.S. , Keenlyside, N.S., Kimmritz, M., Fransner, F., Samuelsen, A., Langehaug, H.R., Svendsen, L., Chiu, P., Passos, L.G., Bentsen, M., Guo, C., Gupta, A.K., Tjiputra, J., Kirkevåg, A., Oliviè, D.J.L., Seland, Ø., Vågane, J.S., Fan, Y., Eldevik, T. (2021)
NorCPM1 and its contribution to CMIP6 DCPP.
Geoscientific Model Development
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Paper by: Langehaug, H.R., Ortega, P., Counillon, F.S. , Matei, D., Maroon, E.A., Keenlyside, N.S., Mignot, J., Wang, Y. , Swingedouw, D., Bethke, I., Yang, S., Danabasoglu, G., Bellucci, A., Ruggieri, P., Nicoli, D., Årthun, M. (2021)
Propagation of Thermohaline Anomalies and Their Predictive Potential along the Atlantic Water Pathway.
Journal of Climate
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Paper by: Evensen, G. (2021)
Formulating the history matching problem with consistent error statistics.
Computational Geosciences
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Paper by: Stordal, A.S. , Moraes, R.J., Raanes, P.N. , Evensen, G. (2021)
p-Kernel Stein Variational Gradient Descent for Data Assimilation and History Matching.
Mathematical Geosciences
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Paper by: Fleurantin, E., Sampson, C., Maes, D.P., Bennett, J., Fernandes-Nunez, T., Marx, S., Evensen, G. (2021)
A STUDY OF DISPROPORTIONATELY AFFECTED POPULATIONS BY RACE/ETHNICITY DURING THE SARS-COV-2 PANDEMIC USING MULTI-POPULATION SEIR MODELING AND ENSEMBLE DATA ASSIMILATION.
Foundations of Data Science (FoDS)
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Paper by: Brajard, J. , Carrassi, A., Bocquet, M., Bertino, L. (2021)
Combining data assimilation and machine learning to infer unresolved scale parametrization.
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
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Paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T. (2021)
Multilevel Assimilation of Inverted Seismic Data With Correction for Multilevel Modeling Error.
Frontiers in Applied Mathematics and Statistics
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Paper by: Neto, G.M.S., Soares, R., Evensen, G. , Davolio, A., Schiozer, D.J. (2021)
Subspace Ensemble Randomized Maximum Likelihood with Local Analysis for Time-Lapse-Seismic-Data Assimilation.
SPE Journal
-
Paper by: Xia, C., Luo, X. , Hu, B.X., Riva, M., Guadagnini, A. (2021)
Data assimilation with multiple types of observation boreholes via the ensemble Kalman filter embedded within stochastic moment equations.
Hydrology and Earth System Sciences
-
Paper by: Lai, W., Gan, J., Liu, Y., Liu, Z., Xie, J. , Zhu, J. (2021)
Assimilating In Situ and Remote Sensing Observations in a Highly Variable Estuary–Shelf Model.
Journal of Atmospheric and Oceanic Technology
-
Paper by: Xiu, Y., Min, C., Xie, J. , Mu, L., Han, B., Yang, Q. (2021)
Evaluation of sea-ice thickness reanalysis data from the coupled ocean-sea-ice data assimilation system TOPAZ4.
Journal of Glaciology
-
Paper by: Taskin, U., Eikrem, K.S. , Nævdal, G. , Jakobsen, M., Verschuur, D.J., van Dongen, K.W.A. (2020)
Ultrasound Imaging of the Brain using Full-Waveform Inversion.
Proceedings - IEEE Ultrasonics Symposium
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Paper by: Eikrem, K.S. , Nævdal, G. , Jakobsen, M. (2020)
Iterative solution of the Lippmann-Schwinger equation in strongly scattering acoustic media by randomized construction of preconditioners.
Geophysical Journal International
-
Paper by: Soares, R., Luo, X. , Evensen, G. , Bhakta, T. (2020)
Handling Big Models and Big Data Sets in History-Matching Problems through an Adaptive Local Analysis Scheme.
SPE Journal
-
Paper by: Xiang, K., Jakobsen, M., Eikrem, K.S. , Nævdal, G. (2020)
Homotopy method for seismic modeling in strongly scattering acoustic media with density variation.
SEG technical program expanded abstracts
-
Paper by: Soares, R., Luo, X. , Evensen, G. , Bhakta, T. (2020)
4D seismic history matching: Assessing the use of a dictionary learning based sparse representation method.
Journal of Petroleum Science and Engineering
-
Paper by: Tveit, S., Mannseth, T. , Park, J., Sauvin, G., Agersborg, R. (2020)
Combining CSEM or gravity inversion with seismic AVO inversion, with application to monitoring of large-scale CO2 injection.
Computational Geosciences
-
Paper by: Aleixo, R., Guerrero, M., Nones, M., Ruther, N. (2020)
Applying ADCPs for Long‐Term Monitoring of SSC in Rivers.
Water Resources Research
-
Conf-paper by: Keenlyside, N., Kosaka, Y., Vigaud, N., Robertson, A., Wang, Y. , Dommenget, D., Luo, J., Matei, D. (2020)
Basin Interactions and predictability.
Cambridge University Press
-
Conf-paper by: Bhakta, T. , Tolstukhin, E., Pacheco, C., Luo, X. , Nævdal, G. (2020)
Decoupling of changes in pressure-saturation and porosity fields from time-lapse seismic data using an ensemble based method for a compacting chalk reservoir.
SEG Technical Program Expanded Abstracts 2020
-
Conf-paper by: Luo, X. (2020)
Novel Ensemble Data Assimilation Algorithms Derived from A Class of Generalized Cost Functions.
European Association of Geoscientists and Engineers (EAGE)
-
Paper by: Boulze, H., Korosov, A., Brajard, J. (2020)
Classification of sea ice types in sentinel-1 SAR data using convolutional neural networks.
Remote Sensing
-
Paper by: Yala, K., Niang, N., Brajard, J. , Mejia, C., Ouattara, M., El Hourany, R., Crepon, M., Thiria, S. (2020)
Estimation of phytoplankton pigments from ocean-color satellite observations in the Senegalo–Mauritanian region by using an advanced neural classifier.
Ocean Science
-
Paper by: Kuzmenkov, D.M., Delov, M.I., Zeynalyan, K., Struchalin, P.G., Alyaev, S. , He, Y., Kutsenko, K.V., Balakin, B. (2020)
Solar steam generation in fine dispersions of graphite particles.
Renewable Energy
-
Paper by: Magnusson, J., Nævdal, G. , Matt, F., Burkhart, J.F., Winstral, A. (2020)
Improving hydropower inflow forecasts by assimilating snow data.
Hydrology Research
-
Conf-paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T. (2020)
A novel approach to multilevel data assimilation.
European Association of Geoscientists and Engineers (EAGE)
-
Paper by: Huang, X., Eikrem, K.S. , Jakobsen, M., Nævdal, G. (2020)
Bayesian full waveform inversion in anisotropic elastic media using the iterated extended Kalman filter.
Geophysics
-
Paper by: Fossum, K. , Mannseth, T. , Stordal, A.S. (2020)
Assessment of multilevel ensemble-based data assimilation for reservoir history matching.
Computational Geosciences
-
Conf-paper by: Oguntola, M.B., Lorentzen, R.J. (2020)
On the Robust Value Quantification of Polymer EOR Injection Strategies for Better Decision Making.
European Association of Geoscientists and Engineers (EAGE)
-
Conf-paper by: Chang, Y., Nævdal, G. , Lorentzen, R.J. (2020)
Optimizing Well Economic Limits Using Ensemble-Based Optimization on Olympus Field.
Society of Petroleum Engineers
-
Conf-paper by: Luo, X. , Lorentzen, R.J. , Bhakta, T. (2020)
Accounting for Model Errors of Rock Physics Models in 4D Seismic History Matching Problems: A Perspective of Machine Learning.
Society of Petroleum Engineers
-
Conf-paper by: Yang, S., Gao, Y., Koenigk, T., Keenlyside, N., Counillon, F. (2020)
The Climate Model: An ARCPATH Tool to Understand and Predict Climate Change.
Springer
-
Paper by: Fransner, F., Counillon, F. , Bethke, I., Tjiputra, J., Samuelsen, A., Nummelin, A., Olsen, A. (2020)
Ocean Biogeochemical Predictions—Initialization and Limits of Predictability.
Frontiers in Marine Science
-
Paper by: Smith, D.M., Scaife, A.A., Eade, R., Athanasiadis, P.J., Bellucci, A., Bethke, I., Bilbao, R., Borchert, L., Caron, L., Counillon, F. , Danabasoglu, G., Delworth, T., Doblas-Reyes, F.J., Dunstone, N.J., Estella-Perez, V., Flavoni, S., Hermanson, L., Keenlyside, N., Kharin, V., Kimoto, M., Merryfield, W.J., Mignot, J., Mochizuki, T., Modali, K., Monerie, P., Müller, W.A., Nicoli, D., Ortega, P., Pankatz, K., Pohlmann, H., Robson, J., Ruggieri, P., Sospedra-Alfonso, R., Swingedouw, D., Wang, Y. , Wild, S., Yeager, S.G., Yang, X., Zhang, L. (2020)
North Atlantic climate far more predictable than models imply.
Nature
-
Paper by: Dai, P., Gao, Y., Counillon, F. , Wang, Y. , Kimmritz, M., Langehaug, H.R. (2020)
Seasonal to decadal predictions of regional Arctic sea ice by assimilating sea surface temperature in the Norwegian Climate Prediction Model.
Climate Dynamics
-
Paper by: Evensen, G. , Amezcua, J., Bocquet, M., Carrassi, A., Farchi, A., Fowler, A., Houtekamer, P.L., Jones, C.K., de Moraes, R.J., Pulido, M., Sampson, C., Vossepoel, F.C. (2020)
An international initiative of predicting the SARS-CoV-2 pandemic using ensemble data assimilation.
Foundations of Data Science (FoDS)
-
Paper by: Xie, J. , de Vos, M., Bertino, L. , Zhu, J., Counillon, F. (2020)
Impact of assimilating altimeter data on eddy characteristics in the South China Sea.
Ocean Modelling
-
Paper by: Brajard, J. , Carrassi, A., Bocquet, M., Bertino, L. (2020)
Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model.
Journal of Computational Science
-
Conf-paper by: Bertino, L. , Xie, J. (2020)
Operational Forecasting of Sea Ice in the Arctic Using the TOPAZ system.
Springer
-
Paper by: Raj, R.P., Halo, I., Chatterjee, S., Belonenko, T.V., Bakhoday Paskyabi, M., Bashmachnikov, I.L., Fedorov, A.M., Xie, J. (2020)
Interaction between mesoscale eddies and the gyre circulation in the Lofoten basin.
Journal of Geophysical Research (JGR): Oceans
-
Paper by: Bocquet, M., Brajard, J. , Carrassi, A., Bertino, L. (2020)
Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization.
Foundations of Data Science (FoDS)
-
Paper by: Mannseth, T. (2019)
Assimilation of multiple linearly dependent data vectors.
Computational Geosciences
-
Paper by: Evensen, G. , Raanes, P.N. , Stordal, A.S. , Hove, J. (2019)
Efficient Implementation of an Iterative Ensemble Smoother for Data Assimilation and Reservoir History Matching.
Frontiers in Applied Mathematics and Statistics
-
Paper by: Chang, Y., Lorentzen, R.J. , Nævdal, G. , Feng, T. (2019)
OLYMPUS optimization under geological uncertainty.
Computational Geosciences
-
Paper by: Xie, J. , Raj, R.P., Bertino, L. , Samuelsen, A., Wakamatsu, T. (2019)
Evaluation of Arctic Ocean surface salinities from the Soil Moisture and Ocean Salinity (SMOS) mission against a regional reanalysis and in situ data.
Ocean Science
-
Paper by: Gasda, S.E., Aavatsmark, I., Bohloli, B., Hellevang, H., Nordbotten, J.M., Wangen, M., Bjørnarå, T.I., Boon, W., Fazeli, H., Mannseth, T. , Nooraiepour, M., Park, J., Skurtveit, E., Tveit, S., Van Noort, R., Varela, J., Viken, I., Thibeau, S. (2019)
Protection of Caprock Integrity for Large-Scale CO2 Storage on the Norwegian Continental Shelf.
International Journal of Greenhouse Gas Control
-
Paper by: Chen, F., Gao, Y., Wang, Y. , Li, X. (2019)
A downscaling-merging method for high-resolution daily precipitation estimation.
Journal of Hydrology
-
Paper by: Jackson, L.C., Dubois, C., Forget, G., Haines, K., Harrison, M., Iovino, D., Köhl, A., Mignac, D., Masina, S., Peterson, K.A., Piecuch, C.G., Roberts, C., Robson, J., Storto, A., Toyoda, T., Valdivieso, M., Wilson, C., Wang, Y. , Zuo, H. (2019)
The mean state and variability of the North Atlantic circulation: A perspective from ocean reanalyses.
Journal of Geophysical Research (JGR): Oceans
-
Conf-paper by: Ohm, K.S., Weibull, W.W., Luo, X. (2019)
Uncertainty quantification in non-linear seismic inversion: A comparison of three different methods.
SEG Technical Program Expanded Abstracts 2019
-
Conf-paper by: Ayed, I., de B'ezenac, E., Pajot, A., Brajard, J. , Gallinari, P. (2019)
Learning the hidden dynamics of ocean temperature with neural networks.
Proceedings of the 9th International Workshop on Climate informatics: CI 2019
-
Conf-paper by: Galmiche, N., Brajard, J. , Charantonis, A., Wakamatsu, T. (2019)
Impact of sparse profile sampling on the reconstruction of subsurface ocean temperature from surface information.
Proceedings of the 9th International Workshop on Climate informatics: CI 2019
-
Conf-paper by: Brajard, J. , Bocquet, M., Carrassi, A., Bertino, L. (2019)
Connections between data assimilation and machine learning to emulate a numerical model.
Proceedings of the 9th International Workshop on Climate informatics: CI 2019
-
Paper by: Luo, X. (2019)
Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators.
PLOS ONE
-
Paper by: Luo, X. , Bhakta, T. (2019)
Automatic and adaptive localization for ensemble-based history matching.
Journal of Petroleum Science and Engineering
-
Paper by: Alyaev, S. , Suter, E.C., Bratvold, R.B., Hong, A., Luo, X. , Fossum, K. (2019)
A decision support system for multi-target geosteering.
Journal of Petroleum Science and Engineering
-
Conf-paper by: Cayeux, E., Daireaux, B., Saadallah, N., Alyaev, S. (2019)
Toward Seamless Interoperability between Real-Time Drilling Management and Control Applications.
Society of Petroleum Engineers
-
Paper by: Sommer, M., Jakobsen, M., Alyaev, S. (2019)
Inversion of electromagnetic data while drilling using a distorted Born iterative method for anisotropic conductive media.
SEG technical program expanded abstracts
-
Paper by: Ambrus, A., Saadallah, N., Alyaev, S. , Iversen, F. (2019)
Automatic detection of anomalous drilling operations using machine learning methods and drilling process simulations.
Oil, Gas
-
Paper by: Hodneland, E., Hanson, E.A., Sævareid, O., Nævdal, G. , Lundervold, A., Solteszova, V., Zanna, A., Deistung, A., Reichenbach, J., Nordbotten, J.M. (2019)
A new framework for assessing subject-specific whole brain circulation and perfusion using MRI-based measurements and a multi-scale continuous flow model.
PLoS Computational Biology
-
Paper by: Huang, X., Jakobsen, M., Nævdal, G. , Eikrem, K.S. (2019)
Target-oriented inversion of time-lapse seismic waveform data.
Communications in Computational Physics
-
PhD-thesis by: Aalstad, K., Westermann, S., Bertino, L. (2019)
Ensemble-based retrospective analysis of the seasonal snowpack.
University of Oslo
-
PhD-thesis by: Shah, A., Bertino, L. , Skaug, H.J. (2019)
Stochastic data assimilation of observations with a detection limit.
Universitetet i Bergen
-
Review-paper by: Le Traon, P., Reppucci, A., Fanjul, E.A., Aouf, L., Behrens, A., Belmonte, M., Bentamy, A., Bertino, L. , Brando, V.E., Kreiner, M.B., Benkiran, M., Carval, T., Ciliberti, S.A., Claustre, H., Clementi, E., Coppini, G., Cossarini, G., de Alfonso Alonso-Muñoyerro, M., Delamarche, A., Dibarboure, G., Dinessen, F., Drevillon, M., Drillet, Y., Faugere, Y., Fernández, V., Fleming, A., Garcia-Hermosa, M.I., Sotillo, M.G., Garric, G., Gasparin, F., Giordan, C., Gehlen, M., Gregoire, M.L., Guinehut, S., Hamon, M., Harris, C., Hernandez, F., Hinkler, J.B., Hoyer, J., Karvonen, J., Kay, S., King, R., Lavergne, T., Lemieux-Dudon, B., Lima, L., Mao, C., Martin, M.J., Masina, S., Melet, A., Nardelli, B.B., Nolan, G., Pascual, A., Pistoia, J., Palazov, A., Piollé, J., Pujol, M.I., Pequignet, A.C., Peneva, E., Gómez, B.P., de la Villeon, L.P., Pinardi, N., Pisano, A., Pouliquen, S., Reid, R., Remy, E., Santoleri, R., Siddorn, J., She, J., Staneva, J., Stoffelen, A., Tonani, M., Vandenbulcke, L., von Schuckmann, K., Volpe, G., Wettre, C.D., Zacharioudaki, A. (2019)
From observation to information and users: The Copernicus Marine Service Perspective.
Frontiers in Marine Science
-
Review-paper by: Fujii, Y., Rémy, E., Hao, Z., Oke, P., Halliwell, G., Gasparin, F., Benkiran, M., Loose, N., Cummings, J., Xie, J. , Xue, Y., Masuda, S., Smith, G.C., Balmaseda, M., Germineaud, C., Lea, D.J., Larnicol, G., Bertino, L. , Bonaduce, A., Brasseur, P., Donion, C., Heimbach, P., Kim, Y., Kourafalou, V., Le Traon, P., Martin, M., Paturi, S., Tranchant, B., Usui, N. (2019)
Observing system evaluation based on ocean data assimilation and prediction systems: On-going challenges and future vision for designing/supporting ocean observational networks.
Frontiers in Marine Science
-
Paper by: Hanson, E.A., Hodneland, E., Lorentzen, R.J. , Nævdal, G. , Nordbotten, J.M., Sævareid, O., Zanna, A. (2019)
Mathematics and Medicine: How mathematics, modelling and simulations can lead to better diagnosis and treatments .
Lecture Notes in Computational Science and Engineering
-
Conf-paper by: Fossum, K. , Lorentzen, R.J. (2019)
Assisted History Matching of 4Dseismic Data - A Comparative Study.
European Association of Geoscientists and Engineers (EAGE)
-
Conf-paper by: Luo, X. , Lorentzen, R.J. , Bhakta, T. (2019)
Ensemble-based Kernel Learning to Handle Rock-physics-model Imperfection in Seismic History Matching: A Real Field Case Study.
European Association of Geoscientists and Engineers (EAGE)
-
Paper by: Kimmritz, M., Counillon, F. , Smedsrud, L.H., Bethke, I., Keenlyside, N., Ogawa, F., Wang, Y. (2019)
Impact of ocean and sea ice initialisation on seasonal prediction skill in the Arctic.
Journal of Advances in Modeling Earth Systems
-
Paper by: Li, F., Orsolini, Y., Keenlyside, N., Shen, M., Counillon, F. , Wang, Y. (2019)
Impact of snow initialization in subseasonal-to-seasonal winter forecasts with the Norwegian Climate Prediction Model.
Journal of Geophysical Research (JGR): Atmospheres
-
Paper by: Wang, Y. , Counillon, F. , Keenlyside, N., Svendsen, L., Gleixner, S., Kimmritz, M., Dai, P., Gao, Y. (2019)
Seasonal predictions initialised by assimilating sea surface temperature observations with the EnKF.
Climate Dynamics
-
Paper by: Penny, S.G., Akella, S., Balmaseda, M.A., Browne, P., Carton, J.A., Chevallier, M., Counillon, F. , Domingues, C., Frolov, S., Heimbach, P., Hogan, P., Hoteit, I., Iovino, D., Laloyaux, P., Martin, M.J., Masina, S., Moore, A.M., de Rosnay, P., Schepers, D., Sloyan, B.M., Storto, A., Subramanian, A., Nam, S., Vitart, F., Yang, C., Fujii, Y., Zuo, H., O'Kane, T., Sandery, P., Moore, T., Chapman, C.C. (2019)
Observational needs for improving ocean and coupled reanalysis, S2S Prediction, and decadal prediction.
Frontiers in Marine Science
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Paper by: Storto, A., Alvera-Azcarate, A., Balmaseda, M.A., Barth, A., Chevallier, M., Counillon, F. , Dominiques, C.M., Drevillon, M., Drillet, Y., Forget, G., Garric, G., Haines, K., Hernandez, F., Lovino, D., Jackson, L.C., Lellouche, J., Masina, S., Mayer, M., Oke, P.R., Penny, S.G., Peterson, K.A., Yang, C., Zuo, H. (2019)
Ocean Reanalyses: Recent Advances and Unsolved Challenges.
Frontiers in Marine Science
-
Paper by: Raanes, P.N. , Stordal, A.S. , Evensen, G. (2019)
Revising the stochastic iterative ensemble smoother.
Nonlinear processes in geophysics
-
Paper by: Evensen, G. (2019)
Accounting for model errors in iterative ensemble smoothers.
Computational Geosciences
-
Paper by: Blyverket, J., Hamer, P.D., Bertino, L. , Albergel, C., Fairbairn, D., Lahoz, W.A. (2019)
An Evaluation of the EnKF vs. EnOI and the Assimilation of SMAP, SMOS and ESA CCI Soil Moisture Data over the Contiguous US.
Remote Sensing
-
Paper by: Moore, A.M., Martin, M.J., Santha, A., Arango, H.G., Balmaseda, M., Bertino, L. , Ciavatta, S., Cornuelle, B., Cummings, J., Frolov, S., Lermusiaux, P., Oddo, P., Oke, P.R., Storto, A., Teruzzi, A., Vidard, A., Weaver, A.T. (2019)
Synthesis of ocean observations using data assimilation for operational, real-time and reanalysis systems: a more complete picture of the state of the ocean.
Frontiers in Marine Science
-
Paper by: Shah, A., Bertino, L. , Counillon, F. , Gharamti, M.E., Xie, J. (2019)
Assimilation of semi-qualitative sea ice thickness data with the EnKF-SQ: a twin experiment.
Tellus. Series A, Dynamic meteorology and oceanography
-
Paper by: Bocquet, M., Brajard, J. , Carrassi, A., Bertino, L. (2019)
Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models.
Nonlinear processes in geophysics
-
Paper by: Lorentzen, R.J. , Luo, X. , Bhakta, T. , Valestrand, R. (2019)
History Matching the Full Norne Field Model Using Seismic and Production Data.
SPE Journal
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Paper by: Lorentzen, R.J. , Bhakta, T. , Grana, D., Luo, X. , Valestrand, R. , Nævdal, G. (2019)
Simultaneous assimilation of production and seismic data: application to the Norne field.
Computational Geosciences
Total: 177