Postdoc: PDE Inverse Problems & Neural Operator ML

ScienceCareers.eu; España; On-site; EUR 31,000 - 38,000; Full time

Benefits offered by this job

Moving allowance

Family allowances

Public Health System coverage

Job summary

BCAM-The Basque Center for Applied Mathematics in Bilbao, Spain, seeks a highly motivated researcher for a 2-year postdoctoral contract working on the mathematics and algorithmic development of operator-based machine learning methods for PDE-governed inverse problems. The role includes research visits to the University of Helsinki.

Requirements include a PhD in Mathematics or Applied Mathematics, strong PDE/inverse problems background, and excellent English communication.

Qualifications

• Strong background in PDE analysis, inverse problems, or numerical analysis.
• Interest in mathematical theory of machine learning and neural operators.
• Proven track record of high-quality research publications.
• Excellent communication skills in spoken and written English.

Responsibilities

• Conduct research on operator-based machine learning methods for inverse problems governed by PDEs.
• Develop mathematical foundations and algorithms for operator neural networks and shape imaging.
• Coordinate research visits to the University of Helsinki and collaborate in an international team.

Skills

Analytical thinking

English communication

Publications track record

Independent & collaborative

Education

PhD in Mathematics/Applied Mathematics

Job description

BCAM-The Basque Center for Applied Mathematics in Bilbao, Spain, seeks a highly motivated researcher for a 2-year postdoctoral contract working on the mathematics and algorithmic development of operator-based machine learning methods for PDE-governed inverse problems. The role includes research visits to the University of Helsinki.

Requirements include a PhD in Mathematics or Applied Mathematics, strong PDE/inverse problems background, and excellent English communication.