Author

Gianna L Marschmann

Lawrence Berkeley National LaboratoryORCID 0000-0002-9065-2023Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell signaling & trafficking· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Organism:fungi (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

Lauren Yan· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BiophysicsbioRxivPreprintNov 6, 2026

Multi-scale biophysical modeling of fungal colony growth

Lauren Yan, Gianna L Marschmann

This paper develops a multiscale model of fungal colony growth combining discrete hyphal mechanics with a stochastic traveling-wave surrogate to simulate growth efficiently and reveal macroscopic patterns.

DOI 10.64898/2026.11.05.764668

fungi (other)deep learning

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