Author

Grace Y Deng

Pacific Northwest National Laboratory

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Scientific Communication & Education· 1

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Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Adam HollerbachiD· 1 shared Bobbie‐Jo Webb‐RobertsoniD· 1 shared Christopher HarrilaliD· 1 shared Danielle CiesielskiiD· 1 shared Dylan H. RossiD· 1 shared Ethan KingiD· 1 shared Eva BrayfindleyiD· 1 shared Julia NguyeniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperScientific Communication & Education

Adam HollerbachORCID

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1 paper

Recent·Most cited

Reference-free compound identification using computational prediction of molecular properties and multi-dimensional spectrometric measurements: a fentanyl case study

Christopher Harrilal, Adam Hollerbach, Danielle Ciesielski, Katherine Schultz, Richard E. Overstreet, Peter S. Rice, Ethan King, Julia Nguyen, Dylan H. Ross, Vivian Lin, Grace Y Deng, Eva Brayfindley, Bobbie‐Jo Webb‐Robertson, Simone Raugei, Yehia M. Ibrahim, , Thomas Metz

This paper identifies unknown molecules without reference libraries by combining computational predictions with spectrometric data, achieving exact identifications in a fentanyl case study.

bioRxiv · Apr 27, 2026 · PreprintScientific Communication & Education