Author

Joules Provenzano

Massachusetts Institute of Technology

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

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:metabolomics· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Babak A. MahjouriD· 1 shared Clary B. ClishiD· 1 shared Connor W. ColeyiD· 1 shared Desirée L. PlataiD· 1 shared Eivgeni Mashin· 1 shared Erin. E. Reynolds· 1 shared Jing‐Ke WengiD· 1 shared Julián Ávila-PachecoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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 paperBioinformatics

Babak A. MahjourORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Neural Spectral Prediction for Structure Elucidation with Tandem Mass Spectrometry

Runzhong Wang, Mrunali Manjrekar, Babak A. Mahjour, Julián Ávila-Pacheco, Joules Provenzano, Erin. E. Reynolds, Magdalena Lederbauer, Eivgeni Mashin, Samuel Goldman, Mingxun Wang, Jing‐Ke Weng, Desirée L. Plata, Clary B. Clish, Connor W. Coley

The paper introduces a deep learning model, ICEBERG, for structural elucidation using tandem mass spectrometry, achieving high accuracy in identifying molecular structures from complex mixtures.

bioRxiv · May 28, 2025 · PreprintBioinformatics