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AI and machine learning for optimization and operations research Under this research theme, we develop both mathematical theory and applications for artificial intelligence and machine learning in…
Deterministic and Stochastic Modelling The research field Deterministic and Stochastic Modelling within Linnaeus University Centre for Data Intensive Sciences and Applications (DISA) brings together…
Digital Tools and Digital Competence in Preschool and School Teaching We conduct research on what happens and what becomes possible when digital tools are used in preschool-class and school teaching,…
International Center for Mathematical Modeling ICMM is a centre for research in mathematical modelling, applicable within a number of different subjects and fields. Since 2000, the research group has…
Mathematics Education In the Mathematics Education research group we conduct both theoretical and applied research. The group participates in national and international collaboration with researchers…
Project: Algorithms for reinforcement learning Reinforcement learning is a hot area in machine learning and artificial intelligence. It is the basis for development in robotics, image recognition,…
Project: Becoming a mathematics teacher (BeMT): The role of teacher education In this project, the aim is to explore the role of mathematics teacher education and the mathematics teacher educator in…
Project: Efficient and reliable computations of scattering resonances Scattering resonance computations in nano-optics are important in the development of photothermal cancer therapy, optical…
Project: Efficient planning of hydropower systems In a future scenario, Sweden's production of electricity will consist of a larger share of intermittent types of energy production. Based on this,…
Project: Hörmander-Weyl calculus in the framework of ultra distributions This project concerns developing a calculus of Weyl operators, also feasible for objects which are more hard treated than…
Project: HPC for SME The aim of the project is to provide small and medium-sized enterprises (SMEs) in the Linnaeus region with the opportunity to enhance their data-driven capabilities with the…
Project: Information, Coding, and Biological Function: the Dynamics of Life (DYNALIFE) The aim of the project is to contribute to emergence of two new scientific disciplines: molecular biology and…
Project: In-line visual inspection using unsupervised learning The purpose of this project is to introduce and improve machine learning- assessment of the quality of massproduced industrial (steel)…
Project: Optimization with PDE constraints Partial differential equations (PDEs) are used to model a multitude of phenomena in science and engineering. PDE-constrained optimization problems arise in…
Project: Problem solving as starting point for mathematics in preschool class The aim of this project is to investigate if and how problem solving can be a starting point for the teaching of…
Project: Programming and mathematics – sensemaking and communication in teaching mathematics The aim of this project is to contribute to increased knowledge and understanding of the way to improve…
Project: Quantum Information Access and Retrieval Theory (QUARTZ) Quantum Information Access and Retrieval Theory (QUARTZ) is a project that aims to educate early stage researchers to adopt a novel,…
Project: Reliability optimization With increased automation, electrification and conversion to renewable energy supply, high costs arise in connection with downtimes and unplanned maintenance of…