Lars Struen Imsland

23 papers Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes.
Appl. Soft Comput.
Bjarne A. Grimstad, Kristian Løvland, Lars Struen Imsland, Vidar Gunnerud
2025 — conf
Advanced Real-Time Iterations and Short-Horizon Predictor for Fast Nonlinear Model Predictive Control.
CCTA
Trym Arve L. Gabrielsen, Lars Struen Imsland, Sébastien Gros
2025 — conf
Entropic Risk-Based Predictive Control for Wind Integrated Energy Systems Under Market Participation.
CCTA
Kang Qiu, Sébastien Gros, Lars Struen Imsland
2025 — conf
On a Closed-Loop Identification Challenge in Feedback Optimization.
CCTA
Kristian Løvland, Lars Struen Imsland, Bjarne A. Grimstad
2025 J jnl
On a closed-loop identification challenge in feedback optimization.
CoRR
Kristian Løvland, Lars Struen Imsland, Bjarne A. Grimstad
2025 — conf
Persistently Exciting Online Feedback Optimization Controller with Minimal Perturbations.
CCTA
Tore Gude, Marta A. Zagorowska, Lars Struen Imsland
2025 J jnl
Persistently Exciting Online Feedback Optimization Controller with Minimal Perturbations.
CoRR
Tore Gude, Marta A. Zagorowska, Lars Struen Imsland
2025 — conf
Probabilistic Forecasting for Multi-Stage Nonlinear Model Predictive Control.
CCTA
Kiet Tuan Hoang, Christian Ankerstjerne Thilker, Brage Rugstad Knudsen, Lars Struen Imsland
2024 J jnl
A deep latent variable model for semi-supervised multi-unit soft sensing in industrial processes.
CoRR
Bjarne A. Grimstad, Kristian Løvland, Lars Struen Imsland, Vidar Gunnerud
2024 — conf
An updated look on the convergence and consistency of data-driven dynamical models.
CDC
Kristian Løvland, Bjarne A. Grimstad, Lars Struen Imsland
2024 J jnl
An updated look on the convergence and consistency of data-driven dynamical models.
CoRR
Kristian Løvland, Bjarne A. Grimstad, Lars Struen Imsland
2024 J jnl
Complementarity-constrained predictive control for efficient gas-balanced hybrid power systems.
CoRR
Kiet Tuan Hoang, Brage Rugstad Knudsen, Lars Struen Imsland
2024 J jnl
Neural networks informed by physics for modeling mass flow rate in a production wellbore.
Eng. Appl. Artif. Intell.
Luis Fernando Nazari, Eduardo Camponogara, Lars Struen Imsland, Laio Oriel Seman
2024 J jnl
Physics-Informed Neural Networks with Skip Connections for Modeling and Control of Gas-Lifted Oil Wells.
CoRR
Jonas Ekeland Kittelsen, Eric Aislan Antonelo, Eduardo Camponogara, Lars Struen Imsland
2024 J jnl
Physics-Informed Neural Networks with skip connections for modeling and control of gas-lifted oil wells.
Appl. Soft Comput.
Jonas Ekeland Kittelsen, Eric Aislan Antonelo, Eduardo Camponogara, Lars Struen Imsland
2023 J jnl
A Survey on the Application of Machine Learning and Metaheuristic Algorithms for Intelligent Proxy Modeling in Reservoir Simulation.
Comput. Chem. Eng.
Cuthbert Shang Wui Ng, Menad Nait Amar, Ashkan Jahanbani Ghahfarokhi, Lars Struen Imsland
2023 J jnl
Multi-unit soft sensing permits few-shot learning.
CoRR
Bjarne A. Grimstad, Kristian Løvland, Lars Struen Imsland
2022 J jnl
Adjustment formulas for learning causal steady-state models from closed-loop operational data.
CoRR
Kristian Løvland, Bjarne A. Grimstad, Lars Struen Imsland
2022 J jnl
Framework for produced water discharge management with flow-weighted mean concentration based economic model predictive control.
Comput. Chem. Eng.
Otávio Fonseca Ivo, Lars Struen Imsland
2022 J jnl
Passive learning to address nonstationarity in virtual flow metering applications.
Expert Syst. Appl.
Mathilde Hotvedt, Bjarne A. Grimstad, Lars Struen Imsland
2021 J jnl
Bayesian Neural Networks for Virtual Flow Metering: An Empirical Study.
CoRR
Bjarne A. Grimstad, Mathilde Hotvedt, Anders T. Sandnes, Odd Kolbjørnsen, Lars Struen Imsland
2021 J jnl
Bayesian neural networks for virtual flow metering: An empirical study.
Appl. Soft Comput.
Bjarne A. Grimstad, Mathilde Hotvedt, Anders T. Sandnes, Odd Kolbjørnsen, Lars Struen Imsland
2014 — conf
Full algorithmic differentiation of a Rosenbrock-type method for direct single shooting.
ECC
Ralf Hannemann-Tamás, Lars Struen Imsland