Jinmin Ding

Markov Transition Fields and Deep Learning-Based Event-Classification and Vibration-Frequency Measurement for <i>φ</i>-OTDR

Xiaoting Zhao, Hongbin Sun, Bo Lin et al. · IEEE Sensors Journal · 2021 · 61 citations

Engineering, Computer Science, Mechanical Engineering +17

Use of machine learning to efficiently predict the confinement loss in anti-resonant hollow-core fiber

Fanchao Meng, Xiaoting Zhao, Jinmin Ding et al. · Optics Letters · 2021 · 37 citations

Computing, Computer Science, Materials Science +13

A method for temperature error compensation in fiber-optic gyroscope based on machine learning

Yin Cao, Wenyuan Xu, Bo Lin et al. · Optik · 2022 · 28 citations

Engineering, Mechatronics Engineering, Machine Learning +15

Discovering extremely low confinement-loss anti-resonant fibers via swarm intelligence

Fanchao Meng, Xiaoting Zhao, Jinmin Ding et al. · Optics Express · 2021 · 26 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +11

Artificial intelligence designer for optical Fibers: Inverse design of a Hollow-Core Anti-Resonant fiber based on a tandem neural network

Fanchao Meng, Jinmin Ding, Yiming Zhao et al. · Results in Physics · 2023 · 26 citations · Full text

Computing, Computer Science, Materials Science +17