2 papers
math.NA2025
Bayesian buckling load optimisation for structures with geometric uncertainties
Tianyi Liu, Xiao Xiao, Fehmi Cirak
Optimised lightweight structures, such as shallow domes and slender towers, are prone to sudden buckling failure because geometric uncertainties/imperfections can lead to a drastic…
cs.CL2025
Confidence in Large Language Model Evaluation: A Bayesian Approach to Limited-Sample Challenges
Xiao Xiao, Yu Su, Sijing Zhang +3
Large language models (LLMs) exhibit probabilistic output characteristics, yet conventional evaluation frameworks rely on deterministic scalar metrics. This study introduces a Baye…