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Cited by
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Since 2019
Citations
72
72
h-index
2
2
i10-index
2
2
0
36
18
2021
2022
2023
2024
1
21
36
12
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Co-authors
Fredrik Ohlsson
Associate Professor, Umeå University
Verified email at umu.se
Jan E. Gerken
Assistant Professor, Chalmers University of Technology
Verified email at chalmers.se
Christoffer Petersson
Zenseact AB, and Adjunct Associate Professor at Chalmers University of Technology
Verified email at zenseact.com
Oscar Carlsson
Chalmers University of Technology, WASP
Verified email at chalmers.se
Hampus Linander
Chalmers University of Technology
Verified email at gu.se
David I. Müller
Postdoc, Institute for Theoretical Physics, TU Wien, Austria
Verified email at tuwien.ac.at
Daniel Persson
Professor of Mathematics, Chalmers University of Technology
Verified email at chalmers.se
Daniel Persson
Department of Mathematical Sciences, Chalmers University of Technology
Verified email at chalmers.se
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Jimmy Aronsson
Currently in industry. Research was conducted asa PhD student at Chalmers University of Technology
No verified email
mathematics
geometric deep learning
machine learning
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Year
Geometric deep learning and equivariant neural networks
JE Gerken, J Aronsson, O Carlsson, H Linander, F Ohlsson, C Petersson, ...
Artificial Intelligence Review 56 (12), 14605-14662
, 2023
51
2023
Homogeneous vector bundles and G-equivariant convolutional neural networks
J Aronsson
Sampling Theory, Signal Processing, and Data Analysis 20 (10)
, 2022
19
2022
Geometrical aspects of lattice gauge equivariant convolutional neural networks
J Aronsson, DI Müller, D Schuh
arXiv preprint arXiv:2303.11448
, 2023
2
2023
Global and local symmetries in neural networks
D Schuh, A Ipp, D Müller, J Aronsson, M Favoni
2023
Mathematical Foundations of Equivariant Neural Networks
J Aronsson
Department of Mathematical Sciences, Chalmers University of Technology
, 2023
2023
G-equivariant Convolutional Neural Networks
J Aronsson
Department of Mathematical Sciences, Chalmers University of Technology and …
, 2021
2021
Floquet Topological Superconductors
J Aronsson
2018
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