Jayson Gutiérrez

The paper uses ESM-2 embeddings to represent bacterial genomes, recovering taxonomy and enabling geometry-aware triage in foodborne pathogen surveillance.

This paper introduces HiGEBCA, a geospatial pipeline that improves blue carbon assessment by integrating high-resolution ecological and socio-political data, reducing viable mangrove areas for investment to 4,000–12,000 hectares in Colombia.

The paper customizes a protein sequence database to improve systems-level metabolic pathway analysis in marine planktonic ecosystems using metatranscriptome data.

The paper uses computational modeling to identify three-node gene regulatory network topologies capable of generating striped gene expression patterns in a 1-D morphogenetic field.