Publications 2023

2023 / 2022 / 2021 / 2020 / 2019

(Also see outreach for talks, posters)

• 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: 26