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.
Competencies
Publications
2024
-
Bjørkøy, Håvard Bjørgan;
Varagnolo, Damiano.
(2024)
Hyperparameters Tuning in Regularized System Identification with Nonzero Prior Means
.
Institute of Electrical and Electronics Engineers (IEEE)
Academic chapter/article/Conference paper
2023
-
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
2022
-
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
Journal publications
-
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
Part of book/report
-
Bjørkøy, Håvard Bjørgan;
Varagnolo, Damiano.
(2024)
Hyperparameters Tuning in Regularized System Identification with Nonzero Prior Means
.
Institute of Electrical and Electronics Engineers (IEEE)
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
Knowledge Transfer
2023
-
LectureBjørkøy, 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