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Oct, 2023
重力波的hp-greedy约简基超参数优化
Hyperparameter optimization of hp-greedy reduced basis for gravitational wave surrogates
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Franco Cerino, Andrés Diaz-Pace, Emmanuel Tassone, Manuel Tiglio, Atuel Villegas
TL;DR
通过贝叶斯优化对于引力波中降低基准、超参数优化的研究,该方法在同样准确度下具有较低的维度,达到参数估计加速的目的。
Abstract
In a previous work we introduced, in the context of
gravitational wave
science, an initial study on an automated domain-decomposition approach for
reduced basis
through hp-greedy refinement. The approach construc
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