任意时空维度中格点规范场理论的正则化流（英文版）

英文标题：Normalizing flows for lattice gauge theory in arbitrary space-time dimension中文摘要：本研究提出了基于规范对称流的算法，利用掩码自回归变换对高维度格点几何中的规范场构型采样进行了可伸缩的、渐进性准确的流动采样算法探索，并提供了基于 SU (3) 格点规范场的一些初步应用结果。英文摘要：Applications of normalizing flows to the sampling of field configurations inlattice gauge theory have so far been explored almost exclusively in twospace-time dimensions. We report new algorithmic developments ofgauge-equivariant flow architectures facilitating the generalization tohigher-dimensional lattice geo