Author

Catherine Rui Jin Findlay

University of ManitobaORCID 0000-0002-9304-1033Unclaimed 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· 1 Approach:graph neural network· 1 Assay:metagenomics· 1 Organism:plant (other)· 1 Research Focus:protein folding & dynamics· 1 Approach:transformer / foundation model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alex Chun-Te Ko· 1 shared Elham GorgannejadiD· 1 shared Jitendra PaliwaliD· 1 shared Mohammad NadimiiD· 1 shared Pankaj BhowmikiD· 1 shared Qian LiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

Alex Chun-Te Ko

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1 paper

Recent·Most cited

BioengineeringSmart Agricultural TechnologyPeer-reviewedSep 8, 2026

Generalizable Cysteine Quantification in Pea Cultivars from SERS Spectra Using AI

Elham Gorgannejad, Qian Liu, Catherine Rui Jin Findlay…·Jitendra Paliwal

The paper uses AI to quantify cysteine in pea cultivars from SERS spectra, finding that a 1D-CNN outperforms other models in accuracy and generalization.

DOI 10.1016/j.atech.2026.102557

plant (other)metagenomics

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