Author

Marcelo A. Dias

University of EdinburghORCID 0000-0002-1668-0501Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Haleema SadiaiD· 1 shared Parvez AlamiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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1 shared paperBiophysics

Haleema SadiaORCID

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1 paper

Recent·Most cited

AI-BioMech: Deep Learning Prediction of Mechanical Behavior in Aperiodic Biological Cellular Materials

Haleema Sadia, Marcelo A. Dias, Parvez Alam

AI-BioMech predicts mechanical behavior of cellular structures from 2D images using deep learning, achieving high accuracy and outperforming traditional methods in speed and scalability.

Advanced Intelligent Discovery · May 18, 2026Peer-reviewedBiophysics