Adjustment formulas for learning causal steady-state models from closed-loop operational data. - Kristian Løvland; Bjarne A. Grimstad; Lars Struen Imsland (CoRR, 2022)

Multi-unit soft sensing permits few-shot learning. - Bjarne A. Grimstad; Kristian Løvland; Lars Struen Imsland (CoRR, 2023)

An updated look on the convergence and consistency of data-driven dynamical models. - Kristian Løvland; Bjarne A. Grimstad; Lars Struen Imsland (CDC, 2024)

A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes. - Bjarne A. Grimstad; Kristian Løvland; Lars Struen Imsland; Vidar Gunnerud (CoRR, 2024)