Blar i NTNU Open på forfatter "Sørbø, Sondre"
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Corrective Source Term Approach for Improving Physics Based Models
Sørbø, Sondre (Master thesis, 2022)Pålitelege prediksjonsmodelleringsteknikkar er kritisk for eit utal av oppgåver i industrien. Med ein stadig pågåande teknologisk revolusjon innen store datamengder, vert tradisjonelle metodar basert på fysiske beskrivingar ... -
Enhancing elasticity models with deep learning: A novel corrective source term approach for accurate predictions
Sørbø, Sondre; Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer (Peer reviewed; Journal article, 2024)With the recent wave of digitalization, specifically in the context of safety–critical applications, there has been a growing need for computationally efficient, accurate, generalizable, and trustworthy models. Physics-based ... -
Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series
Sørbø, Sondre; Ruocco, Massimiliano (Journal article; Peer reviewed, 2023)The field of time series anomaly detection is constantly advancing, with several methods available, making it a challenge to determine the most appropriate method for a specific domain. The evaluation of these methods is ...