The 12th Thematic CERN School of Computing (tCSC 2023) will take place on 11-17 June 2023. The academic programme will focus on Scientific Software for Heterogeneous Architectures, covering areas ranging from computer architectures to parallel and optimised software, and heterogeneous programming (CPU, GPU, HPC …).