Author

Ali Youssef

University of ManitobaORCID 0000-0002-9986-5324Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Approach:diffusion model· 1 Assay:metabolomics· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

Congcong SuniD· 1 shared Nasem BadreldiniD· 1 shared Tomás NortoniD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 1 mutual co-author link

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1 shared paperBioengineering

Congcong SunORCID

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2 papers

Recent·Most cited

DigitalPedon: A Novel Digital Twin Framework for Soil Profile Monitoring and Global Soil Data Interoperability

Ali Youssef, Nasem Badreldin

DigitalPedon provides a digital twin framework for soil profiles, addressing interoperability and data gaps in soil science through real-time integration and natural language queries.

SoftwareX · Jul 29, 2026Peer-reviewedBioengineering

An Expert-Informed Synthetic Animal Data Generator: A Physiology-Consistent Generative Framework for High-Fidelity Animal Digital Twins

Ali Youssef, Congcong Sun, Tomás Norton

This paper introduces EICD, a framework that generates physiology-consistent synthetic animal data by embedding mechanistic biological principles, achieving high fidelity and reducing physiological hallucinations.

Smart Agricultural Technology · Jun 10, 2026Peer-reviewedBioengineering