Blar i NTNU Open på forfatter "Spitieris, Michail"
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Bayesian Calibration for Modelling the Cardiovascular System Using the Two Element Windkessel Model
Olsen, Helene Minge (Master thesis, 2022)Denne oppgaven utforsker egenskapene til Windkessel-modellene basert på syntetiske simuleringsstudier, og er en del av det tverrfaglige prosjektet "My Medical Digital Twin" ved NTNU. Windkessel-modellene estimerer de globale ... -
Bayesian Calibration of Imperfect Computer Models using Physics-Informed Priors
Spitieris, Michail; Steinsland, Ingelin (Peer reviewed; Journal article, 2023)We introduce a computational e_cient data-driven framework suitable for quantifying the uncertainty in physical parameters and model formulation of computer models, represented by di_erential equations. We construct ... -
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Regime
Thiry, Zachari; Ruocco, Massimiliano; Nocente, Alessandro; Spitieris, Michail (Chapter, 2024) -
Physics-Informed Statistical Machine Learning and Methods for Digital Twins
Spitieris, Michail (Doctoral theses at NTNU;2023:177, Doctoral thesis, 2023) -
Polygenic interactions with environmental exposures in blood pressure regulation: the HUNT study
Øvretveit, Karsten; Ingeström, Emma Maria Lovisa; Spitieris, Michail; Tragante, Vinicius; Thomas, Laurent Francois; Steinsland, Ingelin; Brumpton, Ben Michael; Gudbjartsson, Daníel Fannar; Hólm, Hilma; Stefánsson, Kári; Wisløff, Ulrik; Hveem, Kristian (Journal article; Peer reviewed, 2024)Background: The essential hypertension phenotype results from an interplay between genetic and environmental factors. The influence of lifestyle exposures such as excess adiposity, alcohol consumption, tobacco use, diet, ... -
Polygenic risk scores associate with blood pressure traits across the lifespan
Øvretveit, Karsten; Ingeström, Emma Maria Lovisa; Spitieris, Michail; Tragante, Vinicius; Wade, Kaitlin Hazel; Thomas, Laurent Francois; Wolford, Brooke Nichole; Wisløff, Ulrik; Gudbjartsson, Daníel Fannar; Hólm, Hilma Asbjørn; Stefánsson, Kári; Brumpton, Ben Michael; Hveem, Kristian (Peer reviewed; Journal article, 2023)Aims Hypertension is a major modifiable cause of morbidity and mortality that affects over 1 billion people worldwide. Blood pressure (BP) traits have a strong genetic component that can be quantified with polygenic risk ...