Thesis work
Thesis title: Machine Learning in Inverse Design of Photonic Devices
Supervisors: Luping Zhou, Xiaoke Yi, Linh Nguyen
Publications
Expand all
Journals
- Tian, X., Chen, Y., Yan, Y., Li, L., Zhou, L., Nguyen, L., Yi, X. (2024). Wide-range Operation of Microwave Photonic Sensor Using Recurrent Neural Network. Journal of Lightwave Technology. [More Information]
- Tian, X., Yan, Y., Chen, Y., Li, L., Zhou, L., Nguyen, L., Minasian, R., Yi, X. (2023). Deep Learning Enhanced Time-Domain Microwave Photonic Sensor. Journal of Lightwave Technology, 41(23), 7075-7082. [More Information]
- Sved, J., Song, S., Chen, Y., Zhou, L., Minasian, R., Yi, X. (2023). Machine learning assisted two-dimensional beam-steering for integrated optical phased arrays. Optics Communications, 540. [More Information]
Expand all
2024
- Tian, X., Chen, Y., Yan, Y., Li, L., Zhou, L., Nguyen, L., Yi, X. (2024). Wide-range Operation of Microwave Photonic Sensor Using Recurrent Neural Network. Journal of Lightwave Technology. [More Information]
2023
- Tian, X., Yan, Y., Chen, Y., Li, L., Zhou, L., Nguyen, L., Minasian, R., Yi, X. (2023). Deep Learning Enhanced Time-Domain Microwave Photonic Sensor. Journal of Lightwave Technology, 41(23), 7075-7082. [More Information]
- Sved, J., Song, S., Chen, Y., Zhou, L., Minasian, R., Yi, X. (2023). Machine learning assisted two-dimensional beam-steering for integrated optical phased arrays. Optics Communications, 540. [More Information]