Postdoc in Physics-Informed ML for Offshore Wind

Universitetet i Bergen; Bergen; On-site; NOK 617,000 - 754,000; Full time

Benefits offered by this job

Norwegian Public Service Pension Fund

Good welfare benefits

Salary as postdoc

Job summary

The Department of Mathematics at Universitetet i Bergen invites applications for a postdoctoral research fellow position within Physics-Informed Machine Learning for offshore wind. The appointment is fixed-term for three years, linked to a Horizon Europe project with UiB as partner.

The successful candidate will develop data-driven surrogate models, numerical algorithms for physics reconstruction, and assimilation pipelines; collaborate with international partners, and contribute to project

Qualifications

• PhD in a related field or submitted for assessment by deadline.
• Documented high-quality journal papers on relevant topics.
• Ability to work independently and in a structured manner.
• Good written and oral English skills.
• Interdisciplinary research experience is an advantage.

Responsibilities

• Develop data-driven surrogate models for real-time reconstruction and forward simulations.
• Create numerical algorithms for physics reconstruction using sparse data.
• Implement assimilation pipelines which integrate physics and surrogate models.
• Collaborate with project teams and participate in project activities.
• Produce project deliverables.

Skills

English proficiency

Independent work

Collaboration

Interdisciplinary experience

Education

PhD required

Job description

The Department of Mathematics at Universitetet i Bergen invites applications for a postdoctoral research fellow position within Physics-Informed Machine Learning for offshore wind. The appointment is fixed-term for three years, linked to a Horizon Europe project with UiB as partner.

The successful candidate will develop data-driven surrogate models, numerical algorithms for physics reconstruction, and assimilation pipelines; collaborate with international partners, and contribute to project