Multi-task and few-shot learning in virtual flow metering

Kristian Løvland, Bjarne Grimstad, Lars S. Imsland

Recent literature has explored various ways to improve soft sensors by utilizing learning algorithms with transferability. A performance gain is generally attained when knowledge i…