Postdoctoral researcher in ML for dynamical systems representation, prediction, and state-estimation

Aalto University(1 month ago)

Otaniemi, Espoo, FinlandOnsiteFull TimeSenior$53,136 - $53,136School of Electrical Engineering

About this role

Aalto University’s Nonlinear Systems and Control group is hiring a Postdoctoral Researcher to develop machine learning–enabled approaches for predictive modelling and state estimation in physical sciences. The role focuses on building interpretable sequential-data models and uncertainty quantification for multi-physics dynamical systems and offers collaboration with academic and industry partners, opportunities to contribute to open-source tools, teach, and supervise students. The position is fixed-term (initially two years) with the primary workplace at Aalto’s Otaniemi Campus.

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Required Skills

Python
PyTorch
Machine Learning
Sequential Modelling
State Estimation
Uncertainty Quantification
Multi-Physics Modelling
Scientific Research

Qualifications

Doctoral Degree (PhD)
Master's Degree

About Aalto University

aalto.fi

Aalto-yliopisto on teknisten tieteiden, kauppatieteiden ja taiteiden alan monialainen tiede- ja taideyhteisö, jossa rakennamme kestävää tulevaisuutta.

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