Publications 2022

2024 / 2023 / 2022 / 2021 / 2020 / 2019

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

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

  Frequency-dependent AVO inversion applied to physically based models for seismic attenuation

  Geophysical Journal International

• PhD-thesis by: Mangini, F., Bertino, L. , Nilsen, J.E.Ø., Chafik, L., Li, C.

  Sea-level change over the northern European continental shelf due to atmospheric and oceanic contributions

  Universitetet i Bergen

• Conf-paper by: Raj, R.P., Andersen, O., Rose, S., Regan, H., Bonaduce, A., Hendricks, S., Brockley, D., Xie, J.

  ESA Cryo-TEMPO project: Arctic Sea level variability during the past decade

  Proceedings Oceans from Space V

• Conf-paper by: Mangini, F., Bonaduce, A., Chafik, L., Raj, R.P., Bertino, L.

  Detection and attribution of manometric sea-level variations along the Norwegiancoast osing GRACE mascon solutions

  Proceedings Oceans from Space V

• Conf-paper by: Luo, X. , Petvipusit, K.R., Chalub Cruz, W.

  Joint History Matching of Production and Tracer Data Through an Iterative Ensemble Smoother: A 3D Field-Scale Case Study

  International Petroleum Technology Conference

• Conf-paper by: Sandve, T.H., Sævareid, O., Lomeland, F., Lorentzen, R.J.

  History Matching Field Scale Model Using LET Based Relative Permeability

  European Association of Geoscientists and Engineers (EAGE)

• Paper by: Tewari, M., Kishtawal, C., Moriarty, V., Pallav, R., Singh, T. , Zhang, L., Treinish, L., Tewari, K.

  Improved seasonal prediction of harmful algal blooms in Lake Erie using large-scale climate indices

  Communications Earth & Environment

• Conf-paper by: Nezhadali, M. , Bhakta, T. , Fossum, K. , Mannseth, T.

  Towards Application of Multilevel Data Assimilation in Realistic Reservoir History-Matching Problems

  European Association of Geoscientists and Engineers (EAGE)

• Paper by: Alaguarda, D., Brajard, J. , Coulibaly, G., Canesi, M., Douville, E., Le Cornec, C., Lelabousse, C., Tribollet, A.

  54 years of microboring community history explored by machine learning in a massive coral from Mayotte (Indian Ocean)

  Frontiers in Marine Science

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

  Inclusion of seismic attributes in reservoir ensemble coverage analysis

  The Leading Edge

• Paper by: Keil, T., Kleikamp, H., Lorentzen, R.J. , Oguntola, M.B., Ohlberger, M.

  Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery

  Advances in Computational Mathematics

• Paper by: Wang, Y. , Counillon, F.S. , Barthelemy, S.J., Barth, A.

  Benefit of vertical localization for sea surface temperature assimilation in isopycnal coordinate model

  Frontiers in Climate

• Paper by: Lien, V.S., Aaboe, S., Down, E., Bertino, L. , Hendricks, S., Lavergne, T., Xie, J. , Mangin, A., Bretagnon, M.

  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

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

  Verification of a real-time ensemble-based method for updating earth model based on GAN

  Journal of Computational Science

• Paper by: Nævdal, G. , Rofstad, E.K., Søreide, K., Evje, S.

  Fluid-sensitive migration mechanisms predict association between metastasis and high interstitial fluid pressure in pancreatic cancer

  Journal of Biomechanics

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

  Ensemble Kalman method for learning turbulence models from indirect observation data

  Journal of Fluid Mechanics

• Paper by: Luo, X. , Xia, C.

  Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter

  Frontiers in Applied Mathematics and Statistics

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

  Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks

  The American Society of Mechanical Engineers (ASME)

• Paper by: Baaklini, G., El Hourany, R., Fakhri, M., Brajard, J. , Issa, L., Fifani, G., Mortier, L.

  Surface circulation properties in the eastern Mediterranean emphasized using machine learning methods

  Ocean Science

• Conf-paper by: Bertino, L. , Blockley, E., Johannessen, J.A., Olason, E.

  Sea Ice Modelling

  ETOOFS Expert team on Operational Ocean Forecasting System - Implementing operational ocean monitoring and forecasting systems

• Conf-paper by: Gutkneckt, E., Bertino, L. , Brasseur, P., Ciavatta, S., Gianpiero, C., Fennel, K., Ford, D., Gregoire, M., Lavoie, D., Lehodey, P.

  Biogeochemical Modelling

  ETOOFS Expert team on Operational Ocean Forecasting System - Implementing operational ocean monitoring and forecasting systems

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

  Joint History Matching of Multiple Types of Field Data in a 3D Field-Scale Case Study †

  Energies

• Paper by: Chen, F., Kong, X., Li, X., Wang, Y. , Pang, C.

  Reliability of satellite-derived precipitation data in driving hydrological simulations: a case study of the upper Huaihe River basin, China

  Journal of Hydrology

• Book-chapter by: Carrassi, A., Bocquet, M., Demaeyer, J., Grudzien, C., Raanes, P.N. , Vannitsem, S.

  Data Assimilation for Chaotic Dynamics

  Springer

• Conf-paper by: Alyaev, S. , Ambrus, A., Jahani, N., Elsheikh, A.

  Sequential Multi-Realization Probabilistic Interpretation of Well Logs and Geological Prediction by a Deep-Learning Method

  Transactions of the SPWLA 2022

• Paper by: Luo, X. , Cruz, W.C.

  Data assimilation with soft constraints (DASC) through a generalized iterative ensemble smoother

  Computational Geosciences

• Conf-paper by: Cheraghi, Y., Alyaev, S. , Hong, A., Kuvaev, I., Clark, S., Zhuravlev, A., Bratvold, R.B.

  What can we learn after 10,000 geosteering decisions?

  Society of Petroleum Engineers

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

  Transfer Learning Approach to Prediction of Rate of Penetration in Drilling

  Lecture Notes in Computer Science (LNCS)

• Paper by: Alyaev, S. , Elsheikh, A.

  Direct Multi-Modal Inversion of Geophysical Logs Using Deep Learning

  Earth and Space Science

• Conf-paper by: Rammay, M.H., Alyaev, S.

  Calibration and Prediction Improvement of Decline Curve Models While Accounting for Model Error

  European Association of Geoscientists and Engineers (EAGE)

• Paper by: Rammay, M.H., Alyaev, S. , Elsheikh, A.

  Probabilistic model-error assessment of deep learning proxies: An application to real-time inversion of borehole electromagnetic measurements

  Geophysical Journal International

• Paper by: Chang, Y., Evensen, G.

  An ensemble-based decision workflow for reservoir management

  Journal of Petroleum Science and Engineering

• Paper by: Barthelemy, S.J., Brajard, J. , Bertino, L. , Counillon, F.S.

  Super-resolution data assimilation

  Ocean Dynamics

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

  Iterative multilevel assimilation of inverted seismic data

  Computational Geosciences

• Monograph by: Evensen, G. , Vossepoel, F.C., van Leeuwen, P.J.

  Data Assimilation Fundamentals: A Unified Formulation of the State and Parameter Estimation Problem

  Springer

• 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.

  Short-term Music Therapy for Families With Preterm Infants: A Randomized Trial

  Pediatrics

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

  Robust Value Quantification of Enhanced Oil Recovery Methods Using Ensemble-Based Optimization

  SPE Reservoir Evaluation and Engineering

• Paper by: Singh, T. , Counillon, F.S. , Tjiputra, J., Wang, Y. , Gharamti, M.E.

  Estimation of Ocean Biogeochemical Parameters in an Earth System Model Using the Dual One Step Ahead Smoother: A Twin Experiment

  Frontiers in Marine Science

• 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.

  WMO Global Annual to Decadal Climate Update A Prediction for 2021-25

  Bulletin of The American Meteorological Society - (BAMS)

• Paper by: Nakanowatari, T., Xie, J. , Bertino, L. , Matsueda, M., Yamagami, A., Inoue, J.

  Ensemble forecast experiments of summertime sea ice in the Arctic Ocean using the TOPAZ4 ice-ocean data assimilation system

  Environmental Research Letters

• Paper by: Bilge, T.A., Fournier, N., Mignac, D., Hume-Wright, L., Bertino, L. , Williams, T., Tietsche, S.

  An evaluation of the performance of sea ice thickness forecasts to support arctic marine transport

  Journal of Marine Science and Engineering

• Paper by: Ranazzi, P.H., Luo, X. , Sampaio, M.A.

  Improving pseudo-optimal Kalman-gain localization using the random shuffle method

  Journal of Petroleum Science and Engineering

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

  Ensemble-Based Well-Log Interpretation and Uncertainty Quantification for Well Geosteering

  Geophysics

Total: 43