Institute of Mathematical Sciences

Benchmarking ensemble and deep learning models for drought-responsive gene prioritisation in rice using multi-omics data

Identifying drought-responsive genes is critical for climate-resilient crop breeding, yet computational gene–trait association often relies on single-omics or generalized genomic datasets. Optimal algorithm selection for high-dimensional, small multi-omics datasets also remains a...

On the distribution of shapes of pure quartic number fields

Abstract The shape of a number field is a subtle arithmetic invariant arising from the geometry of numbers. It is defined as the equivalence class of the lattice of integers with respect to linear operations that are composites of rotations, reflections, and positive scalar dilat...