Author

Aaron Fait

Ben-Gurion University of the NegevORCID 0000-0002-9073-8441Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Plant Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:database / resource· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Assay:metagenomics· 1 Organism:plant (other)· 1

Frequent Co-Authors

Adi Doron‐Faigenboim· 1 shared Adolfo AmézquitaiD· 1 shared Aleksandr Alekseevich SmirnoviD· 1 shared Alexander A. AksenoviD· 1 shared Alexey V. MelnikiD· 1 shared Alisdair Robert FernieiD· 1 shared Amina BouslimaniiD· 1 shared Andrea G. Albarracín OrioiD· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 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 paperPlant Biology

Adi Doron‐Faigenboim

Author profile →

2 papers

Recent·Most cited

Vacuolar invertase knockout enhances drought tolerance in potato plants

Marina Roitman, Paula Teper‐Bamnolker, Adi Doron‐Faigenboim, Noga Sikron, Aaron Fait, Ondřej Vrobel, Petr Tarkowski, Menachem Moshelion, Samuel E. Bocobza, Dani Eshel

This study shows that knocking out the vacuolar invertase gene in potato plants improves drought tolerance by enhancing water-use efficiency and altering metabolic and hormonal responses.

bioRxiv · Dec 2, 2025 · PreprintPlant Biology

Algorithmic Learning for Auto-deconvolution of GC-MS Data to Enable Molecular Networking within GNPS.

Alexander A. Aksenov, Ivan Laponogov, Zheng Zhang, Sophie L. F. Doran, Ilaria Belluomo, Dennis A. Veselkov, Wout Bittremieux, Louis-Félix Nothias-Scaglia, Mélissa Nothias-Esposito, Katherine N. Maloney, Biswapriya B. Misra, Alexey V. Melnik, Aleksandr Alekseevich Smirnov, Xiuxia Du, Kenneth Lyons Jones, , Kirill Veselkov

The paper develops a machine learning workflow for auto-deconvolution of GC-MS data within GNPS, enabling molecular networking and applications in breathomics and volatilome mapping.

Nature Biotechnology · Nov 9, 2020Peer-reviewedBioinformatics