Intelligent Optimization for Laser Frequency Locking Through Deep LSTM Formed by Dual-Loop Structure

This paper proposes a laser frequency locking sys-tem assisted by neural network. Utilizing dual-loop structure to construct deep LSTM has refined the frequency locking performance, enabling it to maintain long-term stability at the kHz level.