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Umeå University
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Research projects

Unobvious relations from the world’s largest eDNA dataset
Research area: Ecology, Mathematics
Duration 11 March 2025 until 10 March 2027
Type of project Post-doc project
Interpretable Machine Learning

Generative mixture of linear models by DNN co-supervision

Research area: Mathematics, Statistics
Duration 1 March 2025
Type of project Post-doc project
Stress Response Modeling at IceLab

A multidisciplinary complexity center formed to unveil universal principles and adaptive mechanisms in living systems under stress.

Research area: Biological sciences, Botany, Computing science, Ecology, Infection biology, Mathematics, Physical sciences
Duration 1 January 2024
Type of project Research project
Mathematical Modeling for Sustainable Development and Societal Change
Research area: Mathematics
Duration 1 January 2024 until 31 December 2029
Type of project Research project
Doubly generalized shape constrained additive models
Duration 1 February 2023 until 31 January 2027
Type of project Research project
The evolutionary origins of developmental programs
Research area: Infection biology, Mathematics
Duration 1 January 2023 until 31 December 2026
Type of project Research project
Predicting length of stay at the post anesthesia care unit using machine learning and identifying associated risk factors using local explanation models
Research area: Mathematics
Duration 1 December 2022 until 1 December 2027
Type of project PhD project
Trade-offs in Nonconvex Learning
Research area: Mathematics, Statistics
Duration 1 April 2022 until 31 March 2027
Type of project Research project
Multi-shell CutFEM for problems with mixed dimensions
Research area: Mathematics
Duration 1 January 2022 until 31 December 2025
Type of project Research project
Tensors and Geometric Metrics on Manifold-like Polyfolds
Duration 1 January 2022 until 31 December 2026
Type of project Research project
Extremal problems for multicoloured graphs and locally dependent percolation
Duration 1 January 2022 until 31 December 2025
Type of project Research project
Data-driven optimization of prehospital care via statistics and machine learning
Duration 1 January 2018 until 31 December 2028
Type of project Research project

Completed research projects

AI-powered computational materials design enabling efficient development and implementation of sustainable metals
Research area: Materials science, Statistics
Duration 1 January 2024 until 31 December 2024
Type of project Research project
Statistical Learning for Chronosilviculture
Research area: Botany, Mathematics, Statistics
Duration 1 February 2023 until 31 January 2025
Type of project Post-doc project
Formative Assessment and Personalized Learning: A Case Study on Improving Mathematics Skills of Undergraduates Engineering Students
Research area: Mathematics
Duration 1 January 2022 until 31 December 2024
Type of project Research project
Students' Perspectives on Artificial Intelligence
Duration 1 January 2022 until 31 December 2024
Type of project Research project
Development of exact algorithm for the travelling salesperson problems
Duration 1 October 2021 until 30 September 2023
Type of project Research project
Biodiversity-ecosystem functional relationships in evolved spatially structured societies
Research area: Ecology, Mathematics
Duration 1 January 2021 until 31 December 2024
Type of project Research project
The evolution of multicellular life cycles
Research area: Mathematics
Duration 1 September 2019 until 1 September 2024
Type of project Research project
Compressive Sensing and Statistical Learning with Sparsity
Research area: Mathematics, Statistics
Duration 1 September 2019 until 31 August 2024
Type of project Research project
Numerical analysis and simulation of PDEs with random dispersion
Research area: Mathematics
Duration 1 January 2019 until 31 December 2022
Type of project Research project
The Role of Prior Knowledge and Grades in Mathematical Proficiency of First-Year Engineering Students
Research area: Mathematics
Duration 1 January 2019 until 31 December 2023
Type of project Research project
Exploring Cegrell's Energy Classes of m-Subharmonic Functions: From Potential Theory to Metric Geometry
Research area: Mathematics
Duration 1 January 2019 until 31 December 2024
Type of project Research project
Viscosity solutions to systems of variational inequalities related to multi-modes switching problems
Research area: Mathematics
Duration 1 January 2019 until 1 January 2025
Type of project Research project
NoICE - Nordic Icing Centre of Expertise
Research area: Computing science, Electrical, electronic and system engineering, Statistics
Duration 1 September 2018 until 28 February 2022
Type of project Research project
Large scale analysis of tree growth in space and time under changing climate conditions
Research area: Natural resource science, Statistics
Duration 1 July 2018 until 30 June 2020
Type of project Research project
m-Subharmonic Functions and m-Pluripotential Theory
Research area: Mathematics
Duration 1 January 2018 until 31 December 2020
Type of project Research project
Statistical learning for an automatic alarm system and root cause analysis of defects when painting truck cabins
Research area: Mathematics, Statistics
Duration 1 October 2017 until 2 June 2023
Type of project PhD project
Extremal problems for codegree and discrepancy
Research area: Mathematics
Duration 1 January 2017 until 31 December 2021
Type of project Research project
CutFEM: Geometry, Partial Differential Equations and Optimization
Research area: Mathematics
Duration 1 January 2017 until 31 December 2021
Type of project Research project
Three and four-dimensional tera-spin systems
Research area: Mathematics
Duration 1 January 2016 until 31 December 2020
Type of project Research project
Final Inspection and Quality Analysis
Research area: Electrical, electronic and system engineering, Statistics
Duration 1 January 2016 until 30 June 2019
Type of project Research project
WindCoE - Nordic Wind Energy Center
Research area: Computing science, Statistics
Duration 1 December 2015 until 31 May 2018
Type of project Research project
Complex relations, graphs and hypergraphs
Research area: Mathematics
Duration 1 January 2014 until 31 December 2018
Type of project Research project
Explicit numerical methods for the time discretisation of stochastic wave equations
Research area: Mathematics
Duration 1 January 2014 until 31 December 2017
Type of project Research project
Statistical modelling and intelligent data sampling in MRI and PET measurements for cancer therapy assessment
Research area: Mathematics, Medical technology, Statistics
Duration 1 January 2014 until 30 June 2024
Type of project Research project
Comparative project concerning the teaching and learning of proof in Baltic and Nordic countries
Research area: Educational sciences, Mathematics
Duration 1 September 2009 until 31 December 2011
Type of project Research project
Development of biostochastic methods for analysis of spatio-temporal signals – with applications to muscle physiology and cancer tumor biology
Research area: Medical technology, Statistics
Duration 1 August 2008 until 30 June 2011
Type of project Research project
Graph theory and algorithms
Research area: Mathematics
Duration 19 May 2008 until 31 December 2009
Type of project Research project
Partial Differential Equations and Financial Risk Management on an Industrial Scale
Research area: Mathematics
Duration 28 April 2008 until 31 December 2008
Type of project Research project
Statistical analysis of climate change
Research area: Mathematics
Duration 30 June 2007 until 30 June 2009
Type of project Research project
Mathematical statistics for database problems
Research area: Mathematics
Duration 1 January 2007 until 31 December 2009
Type of project Research project
Latest update: 2023-03-06