基于多门控混合专家网络的燃烧热化学流形表征

王意存,邵长孝,金台,邢江宽,罗坤,樊建人

Representation of combustion thermochemical manifolds via multi-gate mixture of experts

Yi-cun WANG,Chang-xiao SHAO,Tai JIN,Jiang-kuan XING,Kun LUO,Jian-ren FAN

表 2 多门控混合专家网络中的专家网络和塔网络结构

Tab.2 Structure of expert network and tower network in multi-gate mixture of experts

层类型 专家网络 塔网络 激活函数 输出类型 激活函数 输出类型 Input — (None, 3) — (None, 32) Dense tanh (None, 8) tanh (None, 16) Dense tanh (None, 16) tanh (None, 8) Output tanh (None, 32) — (None, 1)