GAPinDNNs
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Group members

Seniors

Jan Gerken
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Assistant Professor

My research evolves around geometric deep learning and the neural tangent kernel.

Daniel Persson
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Professor

I work on mathematical aspects of AI, with focus on geometric deep learning. I also work on automorphic forms and their Fourier coefficients, with motivation from physics.

Postdocs

Max Guillen
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I work on field theory methods applied to modelling of deep neural networks.

PhD students

Oscar Carlsson
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I work on spherical computer vision and the theory of equivariant neural networks.

Philipp Misof
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My research currently focuses on equivariant neural networks and the neural tangent kernel in the regime of large layers.

Elias Nyholm
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I am interested in mathematical aspects of local and global symmetries in neural networks, currently with a focus on transformers and their equivariant counterparts.

Affiliated

Hampus Linander
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Researcher at Verses AI

My main research interests are geometric deep learning and uncertainty quantification.

Christoffer Petersson
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Technical Expert at Zenseact and Adjunct Associate Professor at Chalmers

I work on making cars safer via autonomous driving.

Located at the Department of Mathematical Sciences at Chalmers and the University of Gothenburg
Address

Department of Mathematical Sciences
Chalmers University of Technology and University of Gothenburg
SE-412 96 Göteborg
Sweden

Find us at the campus

Tvärgata 3
Chalmers Johanneberg

Chalmers and Gothenburg University WASP