On Going Projects

Multimodal Graph Learning for Metabolic Engineering Yeast

cVAE for Parameter Estimation of Chemical Reaction Networks

Learning Molecules from Mass Spectra

Publications

• Biosystems Design by Machine Learning

• Metabolic Engineering: Methodologies and Applications

• Machine learning-enabled retrobiosynthesis of molecules

• Design and application of a kinetic model of lipid metabolism in Saccharomyces cerevisiae

• TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction