Centre of Excellence in Mathematics

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...

Anyone Can Dock: an online molecular docking tool for everyone

Molecular docking predicts how small molecules bind to protein targets, but performing a docking calculation has traditionally required software installation, command-line scripting, and manual molecular preparation. Anyone Can Dock is a ready-to-use online platform developed to...

Fixed Point Theorems for Orbital Contractions on Directed Graphs in JS-Metric Spaces with Applications

This paper introduces a novel fixed-point framework for orbital contractions within the setting of JS-metric spaces endowed with directed graphs. By relaxing conventional metric conditions and incorporating graph-theoretical structures, we define a new class of operators known as...

Convergence Rates of Levenberg–Marquardt Regularization Under General Source Conditions

We investigate the convergence of the Levenberg–Marquardt (LM) iterative regularization method for linear ill-posed inverse problems in Hilbert spaces under general source conditions characterized by admissible index functions. We introduce admissibility conditions tailored to th...