Publications 2021

2024 / 2023 / 2022 / 2021 / 2020 / 2019

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

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

  Reducing systematic errors due to deformation of organs at risk in radiotherapy

  Medical Physics (Lancaster)

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

  Homotopy scattering series for seismic forward modelling with variable density and velocity

  Geophysical Prospecting

• Paper by: Singh, T. , Saha, U., Prasad, V., Das Gupta, M.

  Assessment of newly-developed high resolution reanalyses (IMDAA, NGFS and ERA5) against rainfall observations for Indian region

  Atmospheric research

• Paper by: Oen Lie, E., Bhakta, T. , Sandø, I.

  Seismic modeling using dual-reservoir and geophysical models

  SEG technical program expanded abstracts

• Conf-paper by: Bertino, L. , Ali, A., Carrasco, A., Lien, V.S., Melsom, A.

  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

• Paper by: Luo, X.

  Novel iterative ensemble smoothers derived from a class of generalized cost functions

  Computational Geosciences

• Paper by: Baaklini, G., Issa, L., Fakhri, M., Brajard, J. , Fifani, G., Menna, M., Taupier-Letage, I., Bosse, A., Mortier, L.

  Blending drifters and altimetric data to estimate surface currents: Application in the Levantine Mediterranean and objective validation with different data types

  Ocean Modelling

• Paper by: Sonnewald, M., Lguensat, R., Jones, D., Brajard, J. , Dueben, P., Balaji, V.

  Bridging observations, theory and numerical simulation of the ocean using machine learning

  Environmental Research Letters

• Paper by: Bouget, V., Béréziat, D., Brajard, J. , Charantonis, A., Filoche, A.

  Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting

  Remote Sensing

• Paper by: Liu, Y., Xie, J. , Liu, Z., Gan, J., Zhu, J.

  The Assimilation of Temperature and Salinity Profile Observations for Forecasting the River–Estuary–Shelf Waters

  Journal of Geophysical Research (JGR): Oceans

• Paper by: Lyu, G., Armin, K., Nuno, S., Stammer, D., Xie, J.

  Arctic Ocean-Sea ice reanalysis for the period 2007-2016 using the adjoint method

  Quarterly Journal of the Royal Meteorological Society

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

  Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network (conference extended abstract)

  European Association of Geoscientists and Engineers (EAGE)

• Conf-paper by: Fossum, K. , Alyaev, S. , Suter, E.C., Tosi, G., Mele, M.

  Reducing 3D uncertainty by an ensemble-based geosteering workflow: an example from the Goliat field

  European Association of Geoscientists and Engineers (EAGE)

• Paper by: Alyaev, S. , Ivanova, S., Holsaeter, A.M., Bratvold, R.B., Bendiksen, M.

  An interactive sequential-decision benchmark from geosteering

  Applied Computing and Geosciences

• Paper by: Alyaev, S. , Tveranger, J., Fossum, K. , Elsheikh, A.

  Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network

  First Break

• Paper by: Fossum, K. , Alyaev, S. , Tveranger, J., Elsheikh, A.

  Deep learning for prediction of complex geology ahead of drilling

  Lecture Notes in Computer Science (LNCS)

• Paper by: Alyaev, S. , Shahriari, M., Pardo, D., Omella, Á.J., Larsen, D.S., Jahani, N., Suter, E.C.

  Modeling extra-deep electromagnetic logs using a deep neural network

  Geophysics

• Paper by: Thune, E.L., Kosinski, P.J., Balakin, B., Alyaev, S.

  A numerical study of flow field and particle deposition in nasal channels with deviant geometry

  Engineering Applications of Computational Fluid Mechanics

• Conf-paper by: Alyaev, S. , Holsaeter, A.M., Bratvold, R.B., Ivanova, S., Bendiksen, M.

  Systematic decisions under uncertainty : An experiment towards better geosteering operations

  Society of Petroleum Engineers

• Conf-paper by: Tadjer, M.A.A., Alyaev, S. , Miner, D., Kuvaev, I., Bratvold, R.B.

  Unlocking the human factor : Geosteering decision making as a component of drilling operational efficacy

  Society of Petroleum Engineers

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

  Real-Time Ensemble-Based Well-Log Interpretation for Geosteering

  Society of Petroleum Engineers

• Conf-paper by: Alyaev, S. , Daireaux, B.

  Multi-Trajectory Hydraulic Model for More Accurate Geosteering Constraints

  Society of Petroleum Engineers

• Review-paper by: Oliver, D., Fossum, K. , Bhakta, T. , Sandø, I., Nævdal, G. , Lorentzen, R.J.

  4D seismic history matching

  Journal of Petroleum Science and Engineering

• Paper by: Luo, X. , Lorentzen, R.J. , Bhakta, T.

  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

• Paper by: Oguntola, M.B., Lorentzen, R.J.

  Ensemble-based constrained optimization using an exterior penalty method

  Journal of Petroleum Science and Engineering

• Paper by: Silva, E., Counillon, F. , Brajard, J. , Korosov, A., Pettersson, L.H., Samuelsen, A., Keenlyside, N.

  Twenty-One Years of Phytoplankton Bloom Phenology in the Barents, Norwegian, and North Seas

  Frontiers in Marine Science

• Paper by: Counillon, F.S. , Keenlyside, N.S., Toniazzo, T., Koseki, S., Demissie, T.D., Bethke, I., Wang, Y.

  Relating model bias and prediction skill in the equatorial Atlantic

  Climate Dynamics

• 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.

  NorCPM1 and its contribution to CMIP6 DCPP

  Geoscientific Model Development

• 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.

  Propagation of Thermohaline Anomalies and Their Predictive Potential along the Atlantic Water Pathway

  Journal of Climate

• Paper by: Evensen, G.

  Formulating the history matching problem with consistent error statistics

  Computational Geosciences

• Paper by: Stordal, A.S. , Moraes, R.J., Raanes, P.N. , Evensen, G.

  p-Kernel Stein Variational Gradient Descent for Data Assimilation and History Matching

  Mathematical Geosciences

• Paper by: Fleurantin, E., Sampson, C., Maes, D.P., Bennett, J., Fernandes-Nunez, T., Marx, S., Evensen, G.

  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)

• Paper by: Brajard, J. , Carrassi, A., Bocquet, M., Bertino, L.

  Combining data assimilation and machine learning to infer unresolved scale parametrization

  Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences

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

  Multilevel Assimilation of Inverted Seismic Data With Correction for Multilevel Modeling Error

  Frontiers in Applied Mathematics and Statistics

• Paper by: Neto, G.M.S., Soares, R., Evensen, G. , Davolio, A., Schiozer, D.J.

  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.

  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.

  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.

  Evaluation of sea-ice thickness reanalysis data from the coupled ocean-sea-ice data assimilation system TOPAZ4

  Journal of Glaciology

Total: 38