Publications 2023

2025 / 2024 / 2023 / 2022 / 2021 / 2020 / 2019

(Also see outreach for talks, posters, or browse by project )

• Paper by: Saputera, D.H., Jakobsen, M., van Dongen, K.W.A., Jahani, N., Eikrem, K.S. , Alyaev, S.

  3D induction log modelling with integral equation method and domain decomposition preconditioning

  Geophysical Journal International

• Paper by: Luo, X. , Chalub Cruz, W., Zhang, X., Xiao, H.

  Hyper-parameter optimization for improving the performance of localization in an iterative ensemble smoother

  Geoenergy Science and Engineering

• Paper by: Lorentzen, R.J. , Nævdal, G. , Sævareid, O., Hodneland, E., Hanson, E.A., Munthe-Kaas, A.Z.

  Perfusion estimation using synthetic MRI-based measurements and a porous media flow model

  PLoS Computational Biology

• Paper by: Ahmed, N., Weibull, W.W., Grana, D., Bhakta, T.

  Constrained non-linear AVO inversion for dynamic reservoir changes estimation from time-lapse seismic data

  Geophysics

• Paper by: Stordal, A.S. , Lorentzen, R.J. , Fossum, K.

  Marginalized iterative ensemble smoothers for data assimilation

  Computational Geosciences

• Paper by: Stordal, A.S. , Lorentzen, R.J. , Fossum, K.

  Marginalized iterative ensemble smoothers for data assimilation

  Computational Geosciences

• Conf-paper by: Luo, X. , Tveit, S., Gholami, R., Andersen, P.Ø.

  Ensemble-Based Subsurface Characterization for Underground Hydrogen Storage

  European Association of Geoscientists and Engineers (EAGE)

• PhD-thesis by: Silva, E., Counillon, F.S. , Brajard, J. , Keenlyside, N.S.

  Prediction of Harmful Alage Blooms impacting Shellfish Farms in Norway

  Universitetet i Bergen

• Paper by: Bauer-Rusek, S., Shalit, S., Yakobson, D., Levkovitz, O., Ghetti, C., Gold, C., Stordal, A.S. , Arnon, S.

  Music therapy and weight gain in preterm infants: Secondary analysis of the randomized controlled LongSTEP trial

  Journal of Pediatric Gastroenterology and Nutrition - JPGN

• Conf-paper by: Luo, X. , Tveit, S., Gholami, R., Andersen, P.Ø.

  Ensemble-Based Subsurface Characterization for Underground Hydrogen Storage

  European Association of Geoscientists and Engineers (EAGE)

• Conf-paper by: Fossum, K. , Alyaev, S. , Elsheikh, A.H.

  Ensemble History-Matching Workflow Using Interpretable Spade-Gan Geomodel (Extended abstract)

  European Association of Geoscientists and Engineers (EAGE)

• Paper by: Korosov, A., Rampal, P., Ying, Y. , Olason, E., Williams, T.

  Towards improving short-term sea ice predictability using deformation observations

  The Cryosphere

• Paper by: Lin, Y., Yang, Q., Li, X., Yang, C., Wang, Y. , Wang, J., Liu, J., Chen, S., Liu, J.

  Optimization of the k-nearest-neighbors model for summer Arctic Sea ice prediction

  Frontiers in Marine Science

• Paper by: Chi, Z., Chen, F., Wang, Y. , Zhang, C., Peng, G.

  How well do 13 satellite-derived precipitation products capture the temporal and spatial variations of precipitation over Chinese mainland?

  International Journal of Remote Sensing

• Paper by: Liu, G., Bracco, A., Brajard, J.

  Systematic Bias Correction in Ocean Mesoscale Forecasting Using Machine Learning

  Journal of Advances in Modeling Earth Systems

• Paper by: Schevenhoven, F.J., Keenlyside, N.S., Counillon, F.S. , Gupta, A.K., Koseki, S., Shen, M.

  Supermodeling Improving Predictions with an Ensemble of Interacting Models

  Bulletin of The American Meteorological Society - (BAMS)

• Book-chapter by: Keenlyside, N.S., OGILVIE, A.E., Yang, S., Koenigk, T., Counillon, F.S.

  Climate and marine-ecosystem intelligence for a green and competitive Nordic Region

  NordForsk Report Fast Track To Vision 2030

• Paper by: Qin, Y., Yu, Q., Wan, L., Liu, Y., Mo, H., Wang, Y., Meng, S., Wu, X., Sui, D., Xie, J.

  A Global-Ocean-Data Assimilation for Operational Oceanography

  Journal of Marine Science and Engineering

• Paper by: Ciliberti, S.A., Fanjul, E.A., Pearlman, J., Wilmer-Becker, K., Bahurel, P., Ardhuin, F., Arnaud, A., Bell, M., Berthou, S., Bertino, L. , Capet, A., Chassignet, E., Ciavatta, S., Cirano, M., Clementi, E., Cossarini, G., Coro, G., Corney, S., Davidson, F., Drevillon, M., Drillet, Y., Dussurget, R., El Serafy, G., Fennel, K., Sotillo, M.G., Heimback, P., Hernandez, F., Hogan, P., Hoteit, I., Joseph, S., Josey, S.A., Le Traon, P., Libralato, S., Mancini, M., Matte, P., Regan, H., Romero, L., Schiller, A., Siddorn, J., Staneva, J., Thomas-Courcoux, C., Tonani, M., Garcia-Valdecasa, J.M., Veitch, J., Schuckmann, K.v., Wan, L., Wilkin, J., Zufic, R.

  Evaluation of operational ocean forecasting systems from the perspective of the users and the experts

  State of the Planet (SP)

• Paper by: Wang, L., Yao, Y., Luo, X. , Adenutsi, C.D., Zhao, G., Lai, F.

  A critical review on intelligent optimization algorithms and surrogate models for conventional and unconventional reservoir production optimization

  Fuel

• Conf-paper by: Pacis, F.J.C., Wiktorski, T., Ambrus, A., Alyaev, S.

  Exploration of Strategies to Improve Continual Learning From Irregular Sequential Drilling Data

  The American Society of Mechanical Engineers (ASME)

• Paper by: Pacis, F.J.C., Ambrus, A., Alyaev, S. , Khosravanian, R., Kristiansen, T.G., Wiktorski, T.

  Improving predictive models for rate of penetration in real drilling operations through transfer learning

  Journal of Computational Science

• Paper by: Aanonsen, S.I., Fossum, K. , Mannseth, T.

  Bayesian model evaluation for multiple scenarios

  Computational Geosciences

• Conf-paper by: Saputera, D.H., Jakobsen, M., Jahani, N., Alyaev, S. , Eikrem, K.S. , van Dongen, K.W.A.

  Towards Real-Time 3D Modeling of Induction Logs Using an Integral Equation Method

  European Association of Geoscientists and Engineers (EAGE)

• Paper by: Evje, S., Skadsem, H.J., Nævdal, G.

  Identification of nonlinear conservation laws for multiphase flow based on Bayesian inversion

  Nonlinear dynamics

• Paper by: Nævdal, G. , Evje, S.

  Can cancer cells inform us about the tumor microenvironment?

  Journal of Computational Physics

• Paper by: Yang, Q., Xiu, Y., Luo, H., Wang, J., Landy, J.C., Bushuk, M., Wang, Y. , Liu, J., Chen, D.

  Better synoptic and subseasonal sea ice thickness predictions are urgently required: a lesson learned from the YOPP data validation

  Environmental Research Letters

• Paper by: Rivas Camargo, D.A., Counillon, F.S. , Keenlyside, N.S.

  On dynamical downscaling of ENSO-induced oceanic anomalies off Baja California Peninsula, Mexico: role of the air-sea heat flux

  Frontiers in Marine Science

• Paper by: Brajard, J. , Counillon, F.S. , Wang, Y. , Kimmritz, M.

  Enhancing Seasonal Forecast Skills by Optimally Weighting the Ensemble from Fresh Data

  Weather and forecasting

• Paper by: Mangini, F., Bonaduce, A., Chafik, L., Raj, R.P., Bertino, L.

  Detection and attribution of intra-annual mass component of sea-level variations along the Norwegian coast

  Scientific Reports

• Paper by: Soni, A.K., Tripathi, J.N., Tewari, M., Sateesh, M., Singh, T.

  Future Projection of Drought Risk over Indian Meteorological Subdivisions Using Bias-Corrected CMIP6 Scenarios

  Atmosphere

• Paper by: Zhang, X., Xiao, H., Luo, X. , He, G.

  Combining direct and indirect sparse data for learning generalizable turbulence models

  Journal of Computational Physics

• Paper by: Chalub Cruz, W., Luo, X. , Petvipusit, K.R.

  Improving history matching performance in a 3D field-scale case study by combining tracer and production data

  Geoenergy Science and Engineering

• 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.

  Effect of Music Therapy on Parent-Infant Bonding Among Infants Born Preterm: A Randomized Clinical Trial

  JAMA Network Open

• Paper by: Rørtveit, Ø.L., Hysing, L.B., Stordal, A.S. , Pilskog, S.M.C.

  An organ deformation model using Bayesian inference to combine population and patient-specific data

  Physics in Medicine and Biology

• Paper by: Eikrem, K.S. , Lorentzen, R.J. , Faria, R., Stordal, A.S. , Godard, A.

  Offshore wind farm layout optimization using ensemble methods

  Renewable Energy

• Paper by: Correa, K., Machu, E., Brajard, J. , Diouf, D., Sall, S.M., Demarcq, H.

  Adaptation of a Neuro-Variational Algorithm from SeaWiFS to MODIS-Aqua Sensor for the Determination of Atmospheric and Oceanic Variables

  Remote Sensing

• 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.

  Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review

  IEEE/CAA Journal of Automatica Sinica

• Paper by: Fransner, S.F.K., Olsen, A., Årthun, M., Counillon, F.S. , Tjiputra, J., Samuelsen, A., Keenlyside, N.S.

  Phytoplankton abundance in the Barents Sea is predictable up to five years in advance

  Communications Earth & Environment

• Paper by: Silva, E., Counillon, F.S. , Brajard, J. , Pettersson, L.H., Naustvoll, L.J.

  Forecasting harmful algae blooms: Application to Dinophysis acuminata in northern Norway

  Harmful Algae

• Paper by: Popov, A.A., Sandu, A., Nino-Ruiz, E.D., Evensen, G.

  A Stochastic Covariance Shrinkage Approach in Ensemble Transform Kalman Filtering

  Tellus A: Dynamic Meteorology and Oceanography

• Paper by: Mauran, S., Mouysset, S., Simon, E., Bertino, L.

  A Kernel Extension of the Ensemble Transform Kalman Filter

  Lecture Notes in Computer Science (LNCS)

• Paper by: Ying, Y. , Anderson, J., Bertino, L.

  Improving Vortex Position Accuracy with a New Multiscale Alignment Ensemble Filter

  Monthly Weather Review

• Paper by: Umbert, M., De-Andrés, E., Gonçalves-Araujo, R., Gutiérrez, M., Raj, R.P., Bertino, L. , Gabarró, C., Isern-Fontanet, J.

  Surface and Interior Dynamics of Arctic Seas Using Surface Quasi-Geostrophic Approach

  Remote Sensing

• Paper by: Counillon, F.S. , Keenlyside, N.S., Wang, S., Devilliers, M., Gupta, A.K., Koseki, S., Shen, M.

  Framework for an Ocean-Connected Supermodel of the Earth System

  Journal of Advances in Modeling Earth Systems

• Paper by: Schemm, S., Grund, D., Knutti, R., Wernli, H., Ackermann, M., Evensen, G.

  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

• Paper by: Cheng, S., Chen, Y., Aydogdu, A., Bertino, L. , Carrassi, A., Rampal, P., Jones, C.K.

  Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019-2020

  The Cryosphere

• Paper by: Gaden, T.S., Gold, C., Assmus, J., Kvestad, I., Stordal, A.S. , Bieleninik, L., Ghetti, C.

  Treatment fidelity in a pragmatic clinical trial of music therapy for premature infants and their parents: the LongSTEP study

  Trials

• Paper by: Lemmouchi, F., Cuesta, J., Lachatre, M., Brajard, J. , Coman, A., Beekman, M., Derognat, C.

  Machine Learning-Based Improvement of Aerosol Optical Depth from CHIMERE Simulations Using MODIS Satellite Observations

  Remote Sensing

• Paper by: Xie, J. , Pappukutty, R.R., Bertino, L. , Martínez, J., Gabarró, C., Catany, R.

  Assimilation of sea surface salinities from SMOS in an Arctic coupled ocean and sea ice reanalysis

  Ocean Science

• 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.

  Improving satellite-based monitoring of the polar regions: Identification of research and capacity gaps

  Frontiers in Remote Sensing

• Paper by: Jahani, N., Alyaev, S. , Ambia, J., Fossum, K. , Suter, E.C., Torres-Verdin, C.

  Enhancing the Detectability of Deep-Sensing Borehole Electromagnetic Instruments by Joint Inversion of Multiple Logs Within a Probabilistic Geosteering Workflow

  Petrophysics

• Paper by: Xiang, K., Jakobsen, M., Eikrem, K.S. , Nævdal, G.

  A matrix-free variant of the distorted Born iterative method for seismic full-waveform inversion

  Geophysical Prospecting

• Paper by: Min, C., zhou, X., Luo, H., Yang, Y., Wang, Y. , Zhang, J., Yang, Q.

  Toward Quantifying the Increasing Accessibility of the Arctic Northeast Passage in the Past Four Decades

  Advances in Atmospheric Sciences

• Paper by: Zhang, Y., Stordal, A.S. , Lorentzen, R.J.

  A natural Hessian approximation for ensemble based optimization

  Computational Geosciences

• Paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T.

  Sequential multilevel assimilation of inverted seismic data

  Computational Geosciences

Total: 56