Author

R. E. Overstreet

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

Biology Disciplines

Click to filter author papers

Biochemistry· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Assay:metabolomics· 1

Frequent Co-Authors

D. Ciesielski· 1 shared E. King· 1 shared J. Nguyen· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBiochemistry

D. Ciesielski

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BiochemistrybioRxivJan 16, 2023

QC-GN2oMS2: a Graph Neural Net for High Resolution Mass Spectra Prediction.

R. E. Overstreet, E. King, J. Nguyen, D. Ciesielski

The paper develops a graph neural network (GNN) that incorporates quantum chemical features to improve mass spectrum prediction, achieving better performance than baseline models.

DOI 10.1021/acs.jcim.4c00446

metabolomicsdeep learning

𝕏 PostBluesky