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Lund University, Centre for Mathematical Sciences

Position ID:
1812-PDAM [#28254]
Position Title:
Postdoctoral position in applied mathematics
Position Type:
Postdoctoral
Position Location:
Lund, Skane Lan 22100, Sweden
Subject Areas:
Applied mathematics; Machine Learning; Mathematical Modelling
Appl Deadline:
2026/03/24 18:59:59 (posted 2026/03/18, listed until 2026/03/31)
Position Description:
   

Position Description

The project involves mathematical modelling of complex fluid dynamics, in particular viscoelastic flows in nano-structures. The work involves mathematical modelling and machine learning both using simulated and real data.

The main duties involved in a post-doctoral position is to conduct research. Teaching may also be included, but up to no more than 20% of working hours. The position includes the opportunity for three weeks of training in higher education teaching and learning. The purpose of the position is to develop the independence as a researcher and to create the opportunity of further development.

Research within the subject area Teaching in the first, second and third cycles of studies Supervision of degree projects and doctoral students Actively seeking external research funding Collaboration with industry and wider society Administration related to the work duties listed above The research will focus on the development and application of advanced modelling and machine learning methods, and may involve the following areas:

Dimensionality reduction. Data-driven methods for estimating dynamical models Data-driven methods for estimating discriminant models Design and use of autoencoders (VAEs, GANs), diffusion models, and other ML methods for analysing and discovering patterns in probability distributions in latent space.

We are not accepting applications for this job through MathJobs.Org right now. Please apply at https://lu.varbi.com/en/what:job/jobID:898491/type:job/where:4/apply:1 external link.
Contact: Karl Åström, Melvyn B Davies
Email: email address
Postal Mail:
Lund University
Centre for Mathematical Sciences
Box 118
22100 Lund
Web Page: http://www.maths.lu.se/english/