AISSAI / NumPEx – 2/4 – HPC/AI hybridization and LLM for HPC

This event belongs to the thematic trimester “HPC and AI convergence at the exascale era” organized by AISSAI Center and PEPR NumPEx in collaboration with ANITI AI cluster.

HACE workshop in Toulouse (May 26–29 2026) is the technical follow‑up of the opening conference SCOPE on “HPC and AI convergence at the Exascale era that took place in Paris in March 2026. The workshop will gather researchers from applied mathematics, scientific computing, AI, and HPC engineering to explore how hybrid AI–HPC workflows can deliver robust, scalable solvers for complex physical and industrial applications. By articulating methodological advances (PINNs, Neural Operators, diffusion and foundation models) with large‑scale implementations and real application case‑studies, HACE aims at identifying concrete co‑design strategies between numerical methods, learning architectures, and exascale systems. The format combines keynote talks, focused application talks, and hands‑on / technical sessions to foster exchanges between communities and to help participants build reusable patterns for hybrid AI–HPC workflows in their own domains.