Research output per year
Research output per year
Personal profile
Teaching
Automatic Control, Basic Course - Fall 2018 and China 2018
Systems Engineering/Process Control - Spring 2019 and Spring 2020
Physiological Models and Computation - Fall 2019
Modeling and Learning from Data - Fall 2020
Research
Machine learning and reinforcement learning combined with automatic control for complex control situations. Autonomous datacenters.
UKÄ subject classification
- Computer Systems
- Control Engineering
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Dive into the research topics where Albin Heimerson is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Towards a Holistic Controller: Reinforcement Learning for Data Center Control
Heimerson, A., Brännvall, R., Sjölund, J., Eker, J. & Gustafsson, J., 2021 Jun 28, e-Energy '21: Proceedings of the Twelfth ACM International Conference on Future Energy Systems. p. 424–429Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › Research › peer-review
Open Access -
The effect of interventions on COVID-19
Soltesz, K., Gustafsson, F., Timpka, T., Jaldén, J., Jidling, C., Heimerson, A., B. Schön, T., Spreco, A., Ekberg, J., Dahlström, Ö., Bagge Carlson, F., Jöud, A. & Bernhardsson, B., 2020, In: Nature. 588, 7839, p. E26-E28Research output: Contribution to journal › Article › peer-review
8 Citations (SciVal)
Projects
- 1 Active
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COVID-19: Dynamical modelling for estimation and prediction
Bernhardsson, B., Eker, J., Govaert, A., Gustafsson, F., Hansson, J., Heimerson, A., Jaldén, J., Jidling, C., Jöud, A., Pates, R., B. Schön, T., Soltesz, K., Spreco, A., Tegling, E., Timpka, T., Wacker, A., Hendeby, G. & Rath, A.
2020/01/01 → 2022/12/31
Project: Research
Activities
- 1 Invited talk
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On Choice of Model Complexity and Data Sources for Prediction of Ongoing Pandemics
Fredrik Gustafsson (Invited speaker), Joakim Jaldén (Invited speaker), Kristian Soltesz (Invited speaker), Bo Bernhardsson (Invited speaker), Albin Heimerson (Role not specified), Carl Jidling (Role not specified), Torbjörn Lundh (Role not specified), Thomas B. Schön (Role not specified), Armin Spreco (Role not specified), Fredrik Bagge Carlson (Role not specified), Anna Jöud (Role not specified), Philip Gerlee (Role not specified) & Toomas Timpka (Role not specified)
2020 DecActivity: Talk or presentation › Invited talk