Steinsland, Ingelin
- Estimation of a non-stationary model for annual precipitation in\n southern Norway using replicates of the spatial field
2014/12/08 by Rikke Ingebrigtsen, Ingebrigtsen, Rikke, Finn Lindgren +5 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Methodology (stat.ME) #Spatial and Panel Data Analysis #demographic modeling and climate adaptation
- Bayesian calibration of Arterial Windkessel Model
2022/01/18 by Michail Spitieris, Ingelin Steinsland, Spitieris, Michail +3 · 1 citation
Medicine · #Applications (stat.AP) #Cardiovascular Health and Disease Prevention #FOS: Computer and information sciences #Methodology (stat.ME) #Optical Imaging and Spectroscopy Techniques
- Bayesian Calibration of Imperfect Computer Models using Physics-Informed Priors
2022/01/17 by Michail Spitieris, Spitieris, Michail, Ingelin Steinsland +1 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Cardiovascular Function and Risk Factors #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Model Reduction and Neural Networks
- Learning Physics between Digital Twins with Low-Fidelity Models and Physics-Informed Gaussian Processes
2022/06/16 by Michail Spitieris, Spitieris, Michail, Ingelin Steinsland +1 · 1 citation
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Scientific Computing and Data Management