Research scope
GAYAR organizes its research around Generative AI for Biology, Systems Biology, and Medical Image and Signal Processing.
Research topics
1 of 3Research area 01
Develop and apply generative and predictive models to biological data, including molecular structures, genomic information, biological sequences, and multimodal biological representations.
Protein structure and design
Drug discovery
Genomics
Transcriptomics / gene expression
Biological sequence modeling
Disease modeling
Multimodal biological models
Focus areas
Explore the biological and health domains where GAYAR applies its methods, with background, related projects, resources, and outputs for each.
SMA
Current areaGAYAR's work in SMA focuses on molecular and computational questions around biomarker discovery, SMN2 exon 7 splicing, and the specificity of splicing-modifying compounds.
Explore SMA researchMalaria
Current areaGAYAR's malaria scope focuses on identifying target proteins for antimalarial drug combinations, framed by the parasite's multi-stage life cycle, human-infecting species, and drug-resistance challenge.
Explore malaria researchHIV
Background overviewA concise overview of HIV biology and emerging AI-supported vaccine research. GAYAR does not currently present a dedicated HIV research project or confirmed HIV-specific research scope.
Explore HIV overviewResearch catalogue
Browse GAYAR projects and the papers, software, datasets, presentations, and other outputs connected to them.
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