Author

Thomas M. Surowiec

Simula Research LaboratoryORCID 0000-0003-2473-4984Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:matrix factorization· 1 Research Focus:spatial domain detection· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Joakim BergliiD· 1 shared Markus Borud PetterseniD· 1 shared Mikkel Elle LepperødiD· 1 shared Nicolai HaugiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Joakim BergliORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintSep 25, 2025

Exponential Map Models as an Interpretable Framework for Generating Neural Spatial Representations

Markus Borud Pettersen, Nicolai Haug, Joakim Bergli…·Mikkel Elle Lepperød

This paper introduces an exponential map framework to generate interpretable neural spatial representations, showing how algebraic conditions enable path and translational invariance and biologically relevant spatial tuning.

DOI 10.1101/2025.09.25.678504

spatial transcriptomicsstatistical model

𝕏 PostBluesky