Gabriel Bianchin de Oliveira

Postdoctoral Fellow
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gabbiancobfuscate@fiu.edu

Gabriel Bianchin de Oliveira is a Postdoctoral Fellow at Florida International University (FIU) in the Knight Foundation School of Computing and Information Sciences (KFSCIS). Gabriel earned his PhD in Computer Science from the University of Campinas, Brazil, in 2025. His research interests include machine learning, natural language processing, and bioinformatics.

Research

[Method Development] Molecular and Protein Representation Learning

Papers

A Machine Learning and Benchmarking Approach for Molecular Formula Assignment of Ultra High-Resolution Mass Spectrometry Data from Complex Mixtures

TITAN-BBB: Predicting BBB Permeability using Multi-Modal Deep-Learning Models

MolDeBERTa: Foundational Model for Physicochemical and Structural-Informed Molecular Representation Learning