TUM Summer School on HPC Driving AI 2026

Valentin Churavy from our group will give the talk Automatic Differentiation for Scientific Computing at the summer school TUM Summer School on HPC Driving AI 2026 in Heilbronn, Germany.

Scientific computing requires both an HPC-first approach and the integration of modern techniques like machine learning. Yet, we want to integrate ML into scientific computing, rather than replace it whole cloth. To train ML approaches embedded in models, requires us to obtain gradients via automatic differentiation from those models, and thus through HPC paradigms like MPI and CUDA.