Thursday, 22 October 2026, 16:30 at Centre for Mathematical Sciences MR2 – Sampling from a high-dimensional distribution is a core challenge spanning statistics, operations research, applied mathematics and computer science. Diffusion-based methods have led to dramatic advances: in generative AI, they produce strikingly realistic images, video, and text, and they are finding growing use in areas including biology, drug design, materials science, …