Håvard Bjørgan Bjørkøy

About

Research:

Hybrid modeling, system identification, parameter estimation, experiment design, optimal input design. Data-driven control. Bayesian methods.

Background:

Master's degree from industrial mathematics, NTNU. Stiff stochastic differential equations and SDAEs.

Bjørkøy, Håvard Bjørgan; Varagnolo, Damiano. (2024) Hyperparameters Tuning in Regularized System Identification with Nonzero Prior Means . IEEE conference proceedings
Academic chapter/article/Conference paper

Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. IFAC-PapersOnLine
Academic article
Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. Elsevier
Academic chapter/article/Conference paper

Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems. IEEE conference proceedings
Academic chapter/article/Conference paper
Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form. IEEE conference proceedings
Academic chapter/article/Conference paper

Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. IFAC-PapersOnLine
Academic article

Bjørkøy, Håvard Bjørgan; Varagnolo, Damiano. (2024) Hyperparameters Tuning in Regularized System Identification with Nonzero Prior Means . IEEE conference proceedings
Academic chapter/article/Conference paper
Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. Elsevier
Academic chapter/article/Conference paper
Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems. IEEE conference proceedings
Academic chapter/article/Conference paper
Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form. IEEE conference proceedings
Academic chapter/article/Conference paper

Lecture

Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar. (2023) Hybrid modeling and control with simulated equilibrium data. NORCE Norwegian Research Centre AS SAFECI industrial seminar , Kristiansand 2023-03-09 - 2023-03-10