这项研究的结果于12月20日发表在12月20日的《英国杂志NPJ量子材料》上。标题:“铁电式拓扑半学Sraubi中的超导性”作者:hidefumi takahasi,Tomohiro Sasaki,Akitoshi Nakano,Nakano,Kazuto Akiba,Masayuki Akiba,Masayuki takahashi,Takahashi https://doi.org/10.1038/s41535-023-00612-4
Akiba R,Masuda T,Yokota S,Yonemura S,Nishida K,Takahashi M,Kurimoto Y,MandaiM。干细胞报告。2024 doi:10.1016/j.stemcr.2024.09.002。※epub在印刷前。pmid:39366379。
我们提供的软件SBIAX旨在使用机器学习和物理研究人员使用密度估计SBI技术来运行贝叶斯推断。这些模型可以轻松地适合代码中的多加速器培训和推断。该软件 - 用JAX编写(Bradbury等,2018) - 允许将最先进的生成模型整合到SBI上,包括连续正常化的流量(Grathwohl等,2018),匹配流量(Lipman等人,2023年,2023年),掩盖了自动化的自动化型(papamakarian et aul ther and all。在代码中实现。该代码具有与Optuna(Akiba等,2019)的集成(Akiba et al。,2019年)的超参数优化框架,该框架将用于确保一致的分析,用于快速MCMC采样的BlackJax(Cabezas等,2024)用于Neural网络方法,用于快速MCMC采样(Kidger&Garcia,2021)。SBIAX的设计允许训练和采样新的密度估计算法,只要它们符合SBIAX中所示的简单且典型的设计模式。
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