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Geir

Geir Nævdal

Forsker I

gena@norceresearch.no
+47 51 87 56 30
Nygårdsgaten 112, 5008 Bergen, Norway

Jeg er utdannet matematiker, og har drevet med anvendt forskning i mer enn 25 år, spesielt innenfor anvendelser rettet mot strømning i porøse medier og brønner, og i den senere tid også mot fornybar energi, seismisk inversjon, ultralyd og medisin.

Mitt hovedfokus har vært å løse problem som involverer data assimilering, stor-skala parameter estimering og optimering. Jeg har også omfattende erfaring i å lede forskningsprosjekt.

Jeg fullførte min Dr. Ing. grad i matematikk ved NTH (nå NTNU) i 1991 og har vært Forsker I i NORCE siden 2018. Før dette var jeg forskningsleder ved Rogalandsforskning (2004-2005), og senere IRIS (fra 2006-2018).

Jeg startet som seniorforsker ved Rogalandsforskning i 1997. I perioden 1991-1997 var jeg førsteamanuensis i matematikk ved Høgskolen Stord/Haugesund. Jeg var assisterende direktør for forskning ved The National IOR Centre of Norway 2013-2015, og professor II ved Matematisk institutt, Universitetet i Bergen, 2009-2012.

Se alle prosjekter
Publikasjoner
Perfusion estimation using synthetic MRI-based measurements and a porous media flow model – PLoS Computational Biology 2023
Can cancer cells inform us about the tumor microenvironment? – Journal of Computational Physics 2023
Identification of nonlinear conservation laws for multiphase flow based on Bayesian inversion – Nonlinear dynamics 2023
A matrix-free variant of the distorted Born iterative method for seismic full-waveform inversion – Geophysical Prospecting 2023
Fluid-sensitive migration mechanisms predict association between metastasis and high interstitial fluid pressure in pancreatic cancer – Journal of Biomechanics 2022
Methodological developments for ensemble-based optimization of EOR processes – Universitetet i Stavanger 2021
Workflow for adding 4D seismic data in history matching – Universitetet i Stavanger 2021
Homotopy scattering series for seismic forward modelling with variable density and velocity – Geophysical Prospecting 2021
4D seismic history matching – Journal of Petroleum Science and Engineering 2021
Iterative solution of the Lippmann-Schwinger equation in strongly scattering acoustic media by randomized construction of preconditioners – Geophysical Journal International 2020
Ultrasound Imaging of the Brain using Full-Waveform Inversion – Proceedings - IEEE Ultrasonics Symposium 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 – 2020
Optimizing Well Economic Limits Using Ensemble-Based Optimization on Olympus Field – 2020
Homotopy method for seismic modeling in strongly scattering acoustic media with density variation – SEG technical program expanded abstracts 2020
Iterative solution of the Lippmann-Schwinger equation in strongly scattering media by randomized construction of preconditioners – arxiv 2020
Bayesian full waveform inversion in anisotropic elastic media using the iterated extended Kalman filter – Geophysics 2020
Improving hydropower inflow forecasts by assimilating snow data – Hydrology Research 2020
Simultaneous assimilation of production and seismic data: application to the Norne field – Computational Geosciences 2019
OLYMPUS optimization under geological uncertainty – Computational Geosciences 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 2019
Target-oriented inversion of time-lapse seismic waveform data – Communications in Computational Physics 2019
Mathematics and Medicine: How mathematics, modelling and simulations can lead to better diagnosis and treatments – Lecture Notes in Computational Science and Engineering 2019
Iterated extended Kalman filter method for time-lapse seismic full-waveform inversion – Geophysical Prospecting 2018
Petrophysical parameters inversion from seismic data using an ensemble-based method - A case study from a compacting reservoir – 2018
Positive bases with maximal cosine measure – Optimization Letters 2018
OLYMPUS Optimization Under Geological Uncertainty – 2018
History Matching Of Real Production And Seismic Data In The Norne Field – 2018
A target-oriented scheme for efficient inversion of time-lapse seismic waveform data – SEG technical program expanded abstracts 2018
Efficient big data assimilation through sparse representation: A 3D benchmark case study in petroleum engineering – PLOS ONE 2018
Data driven adaptive localization for ensemble-based data assimilation problems – 2018
Correlation-Based Adaptive Localization With Applications to Ensemble-Based 4D-Seismic History Matching – SPE Journal 2018
Bayesian inversion of time-lapse seismicwaveform data using an integral equation method – 2017
New methodology for interpretation of dynamic contrast imaging data – International Research Institute of Stavanger 2017
Estimation of pressure-saturation and porosity fields from seismic acoustic impedance data using an ensemble based method – 2017
Robust production optimization with capacitance-resistance model as precursor – Computational Geosciences 2017
A modified randomized maximum likelihood for improved Bayesian history matching – Computational Geosciences 2017
Integration of IOR Research Projects through Generic Case Studies – 2017
Estimation of Pressure-Saturation and Porosity Fields from Seismic AVA Data Using an Ensemble Based Method – 2017
Bayesian inversion of time-lapse seismic waveform data using an integral equation method – 2017
Data Driven Adaptive Localization With Applications To Ensemble-Based 4D Seismic History Matching – 2017
Ensemble based 4D seismic history matching using a sparse representation of AVA data – SEG technical program expanded abstracts 2016
Time lapse CSEM reservoir monitoring of the Norne field with vertical dipoles – SEG technical program expanded abstracts 2016
Bayesian estimation of reservoir properties—effects of uncertainty quantification of 4D seismic data – Computational Geosciences 2016
Data assimilation using MRI data – 2016
An Ensemble 4D Seismic History Matching Framework with Wavelet Multiresolution Analysis - A 3D Benchmark Case Study – 2016
An Ensemble 4D Seismic History Matching Framework with Sparse Representation Based on Wavelet Multiresolution Analysis – 2016
Robust Production Optimization with Capacitance-Resistance Model as Precursor – 2016
An ensemble 4D-seismic history-matching framework with sparse representation based on wavelet multiresolution analysis – SPE Journal 2016
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