Chinese Optics, Volume. 18, Issue 3, 682(2025)
Cavity alignment method based on mode energy gradient ascent
[3] [3] DANZMANN K, PRINCE T, BIRUY P, et al. LISA: unveiling a hidden universe[R]. Paris: European Space Agency, 2011.
[5] DREVER R W P, HALL J L, KOWALSKI F V et al. Laser phase and frequency stabilization using an optical resonator[J]. Applied Physics B, 31, 97-105(1983).
[10] [10] MAVALVALA N. Alignment issues in laser interferometric gravitationalwave detects[D]. Cambridge: Massachusetts Institute of Technology, 1997.
[17] [17] HOU Y. Control system f mirr tilting by deep learning[D]. Tokyo: Tokyo Institute of Technology, 2023.
[18] MENG F CH, LI Z CH, LI J Q et al. An active method for coupling laser with a high-finesse Fabry–Pérot cavity in ultra-stable lasers[J]. Optics & Laser Technology, 171, 110371(2024).
[19] [19] DOSOVITSKIY A, BEYER L, KOLESNIKOV A, et al. An image is wth 16x16 wds: transfmers f image recognition at scale[C]. Proceedings of the 9th International Conference on Learning Representations, ICLR, 2021.
[20] [20] WANG C Y, BOCHKOVSKIY A, LIAO H Y M. YOLOv7: trainable bagoffreebies sets new stateoftheart f realtime object detects[C]. Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, IEEE, 2023: 74647475.
[21] [21] KIRILLOV A, MINTUN E, RAVI N, et al. Segment anything[C]. Proceedings of the IEEECVF International Conference on Computer Vision, IEEE, 2023: 40154026.
[22] [22] SOKIN D, ULANOV A, SAZHINA E, et al. Interferobot: aligning an optical interferometer by a reinfcement learning agent[C]. Proceedings of the 34th International Conference on Neural Infmation Processing Systems, Curran Associates Inc. , 2020: 1110.
[25] [25] TAN M X, LE Q V. Efficient: rethinking model scaling f convolutional neural wks[C]. Proceedings of the 36th International Conference on Machine Learning, ICML, 2019: 61056114.
Get Citation
Copy Citation Text
Cheng-wen XING, Tian-yao XU, Chao-qun MA, Su-qi LUAN, Yue LI, Fan-chao MENG, Ling-qiang MENG, Gang LV, Xiong-fei YIN, Jian-jun JIA. Cavity alignment method based on mode energy gradient ascent[J]. Chinese Optics, 2025, 18(3): 682
Category: Special Column on Space-based Gravitational Wave Detection
Received: Mar. 15, 2024
Accepted: --
Published Online: Jun. 16, 2025
The Author Email: