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MaximizeEI Maximize the expected improvement acquisition function for Gaussian processes. Use the dispersion-enhanced strategy from (Müller; 2024) for batch sampling. ParetoFront Sample at the Pareto ...

Abstract: We propose a time-discretization scheme for time-dependent reliability problems. It takes a general, “black-box” limit-state function (LSF) with a fine temporal mesh and a small number of ...

Abstract: As micro-architectures evolve with increasing complexity, the design process needs to account for a broad range of parameters, which leads to expansive design spaces. Design space ...

Japan is undoubtedly living in 2050! We normally use a microwave to warm our food at home, but while travelling, that option becomes impossible. But did you know that Japan has self-heating bento ...