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Software . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
ZENODO
Software . 2025
License: CC BY
Data sources: Datacite
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Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture

Authors: Comlekoglu, Tien; Toledo-Marin, J Quetzalcoatl; Comlekoglu, Tina; Peirce, Shayn; DeSimone, Douglas; Fox, Geoffrey; Glazier, James Alexander;

Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture

Abstract

upload of code also available at: https://github.com/tc2fh/CPM_UNet_Surrogate corresponding to the preprint: https://arxiv.org/abs/2505.00316

zenodo upload of code for preprint: https://arxiv.org/abs/2505.00316 also available on github: https://github.com/tc2fh/CPM_UNet_Surrogate

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average