Pangenomics studies generate huge amounts of data. A new data compression method could make pangenomic analysis accessible to ...

Abstract: The rapid advancements in large language models (LLMs) have propelled natural language processing but pose significant challenges related to extensive data requirements, high computational ...

Abstract: Learned 360° image compression methods using equirectangular projection (ERP) often confront a non-uniform sampling issue, inherent to sphere-to-rectangle projection. While uniformly or ...

PanMAN data structures compress pangenomes massively, encode evolutionary histories, and enable scalable analysis of millions of genomes.