ProbNum 2026 is an international conference on Probabilistic Numerics, methods for statistically solving numerical problems (optimisation, integration, solving differential equations) and probabilistically quantifying the numerical errors as computational uncertainties. Probabilistic Numerics make numerical algorithms faster, more reliable, and easier to design and use. They are developed and used in machine learning, artificial intelligence, scientific simulation and computational statistics.
ProbNum 2026 aims to be an inclusive, enjoyable venue for the discussion, dissemination and promotion of such ideas. We welcome submissions from researchers in academia and industry, from theory to applications. We also invite interested participants who want to learn more about the field without submitting their own yet to attend.