Bjarne A. Grimstad

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Latent Variable Models

Industrial Processes

Sequential Monte Carlo

Multitask Learning

Top Venues

Expert Syst. Appl.

Neural Networks

Publications

Bjarne A. Grimstad, Kristian Løvland, Lars Struen Imsland, Vidar Gunnerud
A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes. CoRR (2024)
Anders T. Sandnes, Bjarne A. Grimstad, Odd Kolbjørnsen
Multi-task neural networks by learned contextual inputs. Neural Networks 179 (2024)
Anders T. Sandnes, Bjarne A. Grimstad, Odd Kolbjørnsen
Multi-task neural networks by learned contextual inputs. CoRR (2023)
Bjarne A. Grimstad, Kristian Løvland, Lars Struen Imsland
Multi-unit soft sensing permits few-shot learning. CoRR (2023)
Anders T. Sandnes, Bjarne A. Grimstad, Odd Kolbjørnsen
Sequential Monte Carlo applied to virtual flow meter calibration. CoRR (2023)
Kristian Løvland, Bjarne A. Grimstad, Lars Struen Imsland
Adjustment formulas for learning causal steady-state models from closed-loop operational data. CoRR (2022)
Mathilde Hotvedt, Bjarne A. Grimstad, Lars Struen Imsland
Passive learning to address nonstationarity in virtual flow metering applications. Expert Syst. Appl. 210 (2022)