
Postdoctoral Research Fellow in machine learning for gene therapy
8 hours ago
Organisation/Company: University of Oslo
Research Field: Physics
Researcher Profile: Recognised Researcher (R2)
Positions: Postdoc Positions
Country: Norway
Application Deadline: 9 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 DescriptionThe candidate for this position will work in the research group of Profs. Anders Malthe-Sørenssen and Marianne Fyhn at the Center for Neural Plasticity (Centre for Integrative Neuroplasticity - Department of Biosciences) at the Departments of Biosciences and the Department of Physics on the MindTech project funded by the Norwegian Research Council.
The goal of the MindTech project is to develop a transformative platform technology to develop gene therapies for central nervous system diseases by combining gene engineering and generative machine learning modeling to design gene therapy constructs and validate the constructs in vitro and in vivo. The candidate will work in a highly interdisciplinary environment that combines approaches from computational physics, machine learning, neuroscience, and gene technology.
The postdoc is expected to contribute to develop machine learning models for the construction of constructs and capsids using combinations of discriminative and generative methods, methods for protein structure prediction and docking simulations. The successful candidate should be able to develop new models that combine aspects from physics, computer science, AI, and neuroscience. Approaches from mechanistic interpretability of neural networks will be used to understand and explain successful machine learning methods. The postdoc will work in close collaboration with the experimental team.
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