Invited talks and lectures
2024
17/04/2024 Physics-informed neural network with unknown measurement noise. Seminar at the Division of Scientific Computing pdf
2023
19/10/2023 Hur strukturerar man sitt maskininlärningsprojekt?. Docentföreläsning pdf
7/06/2023 Linearly and nonlinearly constrained Gaussian processes. Mini-workshop on the topic of magnetic field localisation, combining sensor fusion with machine learning, Linköping University
pdf
14/04/2023 Linearly and nonlinearly constrained Gaussian processes. WASP ML cluster (online) pdf
2022
15/04/2022 Linearly constrained Gaussian processes. SIAM conference on uncertainty quantification pdf
11/01/2022 Linearly and nonlinearly constrained Gaussian processes. Lifting Inference with Kernel Embeddings (LIKE22) -- Winter school and workshop (online) pdf
2021
11/02/2021 Physics-informed machine learning. Celsius-Linnaeus Symposium, Uppsala University, pdf
2020
08/12/2020 Constrained Gaussian processes for strain field reconstruction. Physics-informed machine learning – The 3rd Sheffield Workshop on Structural Dynamics pdf
29/01/2020 AI och fysiken, part of seminar celebrating the 20 years anniversary of the IT department,Uppsala University, pdf
2019
19/12/2019 Deep Learning Applied to System Identification. Deep structures (workshop), Aalto University, Finland pdf
10/05/2019 Hitta positionen med hjälp av magnetfält!. Guest lecture in the course Electromagnetism I pdf
2018
12/21/2018 Magnetic tracking and mapping. Presentation at workshop on sesnors for detection and tracking, Swedish Defence Research Agency, Linköping. pdf
02/02/2018 Pose tracking of magnetic objects. Presentation at the VASCO workshop, Uppsala University. pdf
2017
13/11/2017 Pose tracking of magnetic objects. Seminar at the group of Visual Information and Interaction (Vi2), Uppsala University. pdf
21/09/17 Deep Learning. Guest lecture in Empirical Modelling, Uppsala University, Sweden pdf
27/03/17 Deep Learning and neural networks. Lecture in Statistical Machine Learning, Uppsala University, Sweden pdf
2016
28/11/16 Modeling magnetic Fields Using Gaussian Processes. Bayesian Meeting (Workshop), Uppsala University, Sweden pdf
22/09/16 Deep Learning. Guest lecture in Empirical Modelling, Uppsala University, Sweden pdf
16/06/16 Deep Learning: Pixels to Torques. Division of Systems and Control, Uppsala University, Sweden pdf
10/02/16 Pixels to Torques: Control using Deep Dynamical Models. ACCESS Linnaeus Center Seminar Series, KTH, Stockholm, Sweden. pdf
2015
28/10/15 Modeling of Magnetic Fields and Extended Objects for Localization Applications. Seminar at FOI (Swedish Defence Research Agency) , Stockholm, Sweden pdf
28/05/15 Extended Target Tracking Using Gaussian Processes. Division of Automatic Control, Linköping University, Sweden pdf