Isaac H.J. Houngue

2 papers in the catalog · South Africa, UK

Isaac H.J. Houngue: 2 papers in the catalog · South Africa, UK · African Institute for Mathematical Sciences, InstaDeep Ltd · Works on InstaNovo, InstaNovo glycopeptide fine-tuning, InstaNovo-FM

Affiliations

African Institute for Mathematical Sciences · AIMS South Africa
InstaDeep Ltd

Papers

Learning from tandem mass spectra at scale with a self-supervised foundation model for proteomics (2026, bioRxiv)
Advancing De Novo Glycopeptide Sequencing with InstaNovo in Glycoproteomics (2025)

Thesis supervisor

Jeroen Van Goey, for Advancing De Novo Glycopeptide Sequencing with InstaNovo in Glycoproteomics

Methods and tools

InstaNovo, InstaNovo glycopeptide fine-tuning, InstaNovo-FM

Co-authors (11)

Ranked by Newman fractional collaboration strength, so a pair on a two-author paper counts for more than a pair on a 50-author consortium paper.

Alberto Santos strength 0.09, 1 shared
Divanisha Patel strength 0.09, 1 shared
Jemma Daniel strength 0.09, 1 shared
Jeroen Van Goey strength 0.09, 1 shared
Kevin Eloff strength 0.09, 1 shared
Konstantinos Kalogeropoulos strength 0.09, 1 shared
Marco Reverenna strength 0.09, 1 shared
Mechiel Nieuwoudt strength 0.09, 1 shared
Nicolas Lopez Carranza strength 0.09, 1 shared
Rachel Catzel strength 0.09, 1 shared
Timothy P. Jenkins strength 0.09, 1 shared

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