PINN-accelerated diffusion models for amortized Bayesian inversion of chloride transport in concrete. In: REC 2026 - 11th International Workshop on Reliable Engineering Computing: Reliability Computations in a Data and Model-Driven World [Internet]. TUDObooks; 2026 [cited 2026 Aug. 27]. pp. 376-91. Available from: https://books.tu-dortmund.de/oa/catalog/book/11/chapter/178