Researcher in machine learning modeling of human physiological models

14 hours ago


Oslo, Oslo County, Norway University of Oslo Full time

Organisation/Company: University of Oslo

Research Field: Computer science

Researcher Profile: Established Researcher (R3)

Positions: Research Support Positions

Country: Norway

Application Deadline: 15 Apr 2025 - 23:00 (Europe/Oslo)

Type of Contract: Temporary

Job Status: Full-time

Hours Per Week: 37.5

Is the job funded through the EU Research Framework Programme? Not funded by a EU programme

Is the Job related to staff position within a Research Infrastructure? No

Offer Description

The researcher position will be associated with the Maxsense project, which is financed by the Norwegian Research Council as a collaboration between the University of Oslo, SINTEF, and several industry partners. The position is at the University of Oslo, in the Department of Physics and the Center for Computing in Science Education, which is a Norwegian Center for Excellence. The successful candidate will work in the Department of Physics and collaborate with the project group at SINTEF.

The goal of the Maxsense project is to develop methods, techniques, and the research basis for a portable AI-based, marker-free 3D modelling system to generate personalized avatars. We utilize recent advances in programming tools for hybrid physics-AI problems and combine them with fundamental knowledge about human physiology to create personalized models (or avatars) from observations of humans in motion. Combining physiological models with data from sensors on and around the user, we get high-value data that can be used to improve training, work situations, or product design.

The researcher is expected to contribute to the development of machine learning methods for the development of musculoskeletal models with emphasis on (i) curriculum learning-based approaches to control complex motions of physiological models in physical environments such as the motion of the whole body during sitting, walking, running, or performing sports; or (ii) generative machine-learning models for physiologically realistic avatar construction from image or point-cloud data.

Number of offers available: 1

Company/Institute: CCSE - Center for Computing in Science Education

Country: Norway

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