University of New South Wales

Drug-target interaction model that retains intermediate encoder states and probes them per atom and residue, so weak functional-group signals persist.

Self-supervised foundation model for continuous glucose monitoring, with dual streams separating slow physiological state from transient events.

Prokaryotic genome language model that reads annotated replicons as ordered gene-product descriptors to predict plasmid hosts and gene essentiality.

Cell-type-specific gene expression prediction from DNA sequence, mapping Enformer epigenomic features to pseudobulk expression for cell-resolved TWAS.

Single-cell Hi-C model annotating chromatin loops, TAD-like domains, and A/B compartments from sparse contact maps with no dense imputation.

Open large language models for natural science, fine-tuned on physics, chemistry, and materials science literature with automated instruction tuning.