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UQLab & UQ[py]Lab - project updates and outlook
(2023)The adoption of advanced uncertainty quantification techniques is steadily increasing throughout the academic and industrial applications landscape. The assessment of uncertainty in technological systems of societal relevance (e.g. in civil and aerospace engineering) is being gradually mandated, or at least included in engineering construction codes all around the world. In parallel, the design and maintenance of renewable energy systems ...Other Conference Item -
A Unified Benchmarking Platform for UQ Algorithms in UQLab
(2024)Thorough validation and benchmarking against the state-of-the-art are critical components in the development of novel algorithms and tools. Nevertheless, the comprehensive performance comparison between different solutions to the same problem is still sparse in the literature, mostly relegated to dedicated review studies rather than a standard practice. This is especially noticeable in the field of uncertainty quantification, where algorithm ...Other Conference Item