2026-10-14T14:40:39Z https://www.scidb.cn/oai

10.57760/sciencedb.18298 2024-12-10T16:01:40Z

2024-12-10 Status calibration of pulse shaping system for the high power laser facility based on deep learning doi:10.57760/sciencedb.18298 en The characteristic differences between each facility make it necessary for researchers to use specific strategies in conjunction with the actual situation. The initial AWG electrical waveform of the pulse shaping closed-loop system of the SG Ⅱ series facility is obtained by inversion of the regenerative injection waveform[8], and the pulse waveform data with a repetition frequency of 1 Hz is easy to be collected, which facilitates the formation of a rich dataset. Therefore, we calculate the initial AWG electrical waveform in the pulse shaping closed-loop control system using a deep learning model, which is based on the front-end injection system of the SG-Ⅱ series facility. High power laser facility; Laser front-end system; Pulse shaping; Waveform precision control; Waveform prediction; Deep learning Wei Chen RESTRICTED dataset Science Data Bank