Postdoctoral Research Fellow in Physics-Informed Machine Learning for Offshore Wind
The University of Bergen (UiB), Department of Mathematics, is advertising a
3-year postdoctoral research fellow position
in
Physics-Informed Machine Learning for Offshore Wind
. The position is linked to a recently granted
Horizon Europe
project and sits within the MEGA research group, led by
Associate Professor Yan Li
.
The project brings together a consortium of
9 partners from 6 EU/EEA countries
and aims to deliver timely, feasible solutions for offshore wind turbines. The research agenda focuses on improving
structural awareness
,
real-time reliability assessment
, and
predictive maintenance decision support
through integrated sensing, modelling, and digital frameworks.
The postdoctoral fellow will work on strengthening the link between basic and applied research. Core tasks include developing and reviewing
data-driven surrogate models
for real-time reconstruction and forward simulation, creating
numerical algorithms
for physics reconstruction using sparse data, implementing
data assimilation pipelines
that integrate physics and surrogate models, collaborating with project partners, participating in project meetings and activities, and contributing to project deliverables.
This is an interdisciplinary position with opportunities for collaboration with leading offshore wind experts, participation in international conferences and meetings, and engagement in a broader research environment. The project expects research visits and joint activities as needed, and these will be financially supported.
Eligibility
: Applicants must hold, or have submitted for assessment, a PhD equivalent to the Norwegian doctoral degree in
marine engineering, applied mechanics, physics, computer science
, or a closely related field. The PhD must be awarded before appointment. A record of high-quality journal publications is required. Experience with related research activities and a strong interdisciplinary profile are advantageous. Good written and spoken English is required, along with the ability to work independently, systematically, and collaboratively.
Employment details
: The appointment is full-time, temporary, and based in Bergen, Norway. The expected start date is
1 January 2027
. Salary is on the Norwegian state salary scale for postdoctoral research fellows (currently
NOK 685,900
before tax), with standard public pension and welfare benefits.
Application
: Apply via Jobbnorge by the deadline and upload a research motivation statement, a detailed explanation of how you meet the requirements, two referees’ contact information (including your main PhD advisor), CV, relevant certificates/references, publication list with links, and transcripts/diplomas. If you have not yet completed your PhD, include confirmation from your institution that the thesis has been submitted.