Institution
Microsoft Research (United Kingdom)
Recent research
- Materials & EnergyOpen access
An ab initio foundation model of wavefunctions that accurately describes chemical bond breaking
Abstract Reliable description of bond breaking remains a major challenge for quantum chemistry due to the multireference character of the electronic structure in dissociating species. Multireference methods in particular suffer from large computational cost, which under the norma...
- AI & ComputingOpen access
Structural causal influence captures the forces of social inequality in models of infectious disease
Abstract Mathematical models are central to understanding disease transmission for host–pathogen systems across the biosphere. However, most existing frameworks do not explicitly treat host population heterogeneity as a formal driver of variation in transmission dynamics. This ga...
- BiologyOpen access
AbstractIntroduction: Next-Generation Sequencing (NGS) data analysis faces computational challenges due to high dimensionality. Traditional clustering methods fail to capture biological complexity in human genetic variation. This study introduces Deep Embedded Clustering (DEC) fo...
- Health & MedicineOpen access
Abstract Naked mole-rats (NMRs, Heterocephalus glaber ) display unusual longevity and resistance to age-related decline, and accumulating evidence suggests that their autophagy–lysosome pathway (ALP) is regulated differently from that of conventional mammalian models. However, mo...