Monte Carlo sampling methods form a cornerstone of contemporary statistical inference by enabling the approximation of complex integrals and posterior distributions that defy analytical solution. At ...

Cancer, one of the most severe and lethal diseases, necessitates aberrant cell development that intensifies. It is a cancerous tumor with irregular cell proliferation that has the potential to attack ...

A research team has developed a novel direct sampling method based on deep generative models. Their method enables efficient sampling of the Boltzmann distribution across a continuous temperature ...