一、 新型电磁材料信息器件
针对电磁信息功能器件的智能化、小型化和多功能性的需求，结合学科特色，开展具有潜在商业应用价值的新技术研究，现有课题子方向包括：
1.1 基于机器学习和逆设计方案的超构表面电磁信息功能器件的自动化设计，聚焦电磁波偏振态的高精度定制与检测（该方向未来需要1名硕士生）；
1.2 基于空间结构光场/电磁波的环境智能感知（现有1名硕士生）。
二、 声超构材料与超构表面信息学
结合学科特色（计算机+通信），面向国家重大需求开展科学研究，现有课题子方向包括：
2.1 基于机器学习的声学超构表面信息处理器件的自动化快速设计（现有1名硕士生在做空气声问题，该方向未来需要1名硕士生，聚焦水声器件的逆设计）；
2.2 声涡旋水声通讯技术：信息编码、信道建模、信息解码算法（含深度学习方案）（现有1名博士生参与，该方向未来需要1名硕士生）。
2.3 水声智能超构表面（新增方向）
三、集群智能与协同控制
该方向为新增方向，未来拟针对 复杂环境态势智能感知、智能决策算法、资源调度和任务规划 开展研究（该方向需要1名硕士生）。
2024年
[1] Dekui Li, Bingyi Liu, Kai Guo, Irene Estevez, Angel Lizana, Juan Campos, Zhongyi Guo*. Polarizance-Reflection-Transformation representation space for sensing and distinguishing pure systems. IEEE Sensors Journal. IF: 4.3, 中科院 2区, JCR 1区
[2] Hongping Zhou, Xinbao Zeng, Bing Lin, Dekui Li, Syed Afaq Ali Shah, Bingyi Liu, Kai Guo, Zhongyi Guo*. Polarization motivating high-performance imaging weak targets. Optics Express. IF: 3.8, 中科院 2区 顶刊, JCR 2区
[3] Binbin Wang, Xizheng Zhang, Jinlong Tian, Badreddine Merabet, Zhixiang Li, Syed Afaq Ali Shah*, Yi Lei, Bingyi Liu, Kai Guo, Zhongyi Guo*. Research Progress on Router Devices for the OAM Optical Communication. Sensors. IF: 3.9, 中科院 2区, JCR 1区
2023年
[1] Bingyi Liu, René Geromel, Zhaoxian Su, Kai Guo, Yongtian Wang, Zhongyi Guo, Lingling Huang*, Thomas Zentgraf*. Nonlinear Dielectric Geometric-Phase Metasurface with Simultaneous Structure and Lattice Symmetry Design. ACS Photonics. IF: 7.3, 中科院 1区 顶刊, JCR 1区
[2] Liulin Li, Bingyi Liu*, Zhixiang Li, Kai Guo, Zhongyi Guo*. Acoustic filter based on tunable metasurfaces. Applied Physics Letters. IF: 3.7, 中科院 2区, JCR 2区
[3] Badreddine Merabet, Bingyi Liu, Zhixiang Li, Jinglong Tian, Kai Guo, Syed Afaq Ali Shah*, Zhongyi Guo*. Vision Transformers Motivating Superior OAM Mode Recognition in Optical Communications. Optics Express. IF: 3.8, 中科院 2区 顶刊, JCR 2区
[4] Xueqiang Fan, Bing Lin, Kai Guo, Bingyi Liu, Zhongyi Guo*. TSMPN-PSI: High-performance polarization scattering imaging based on three-stage multi-pipeline networks. Optics Express. IF: 3.8, 中科院 2区 顶刊, JCR 2区
[5] Wangtao Yu, Syed Afaq Ali Shah, Dekui Li, Kai Guo, Bingyi Liu, Yongxuan Sun, Zhiping Yin, Zhongyi Guo*. Polarized computational ghost imaging in scattering system with half-cyclic sinusoidal patterns. Optics & Laser Technology. IF: 4.5, 中科院 2区, JCR 1区
[6] Yiming Zhu, Xizheng Zhang, Chenxiang Xu, Bingyi Liu, Kai Guo, Zhiping Yin, Zhongyi Guo*. Deep-learning based multi-scale computational ghost imaging for high-performance complex image recovery. Optics Communications. IF: 2.1, 中科院 3区, JCR 3区
- Bingyi Liu，René Geromel,Zhaoxian Su,Kai Guo,Yongtian Wang,Zhongyi Guo，Lingling Huang,Thomas Zentgraf，Nonlinear Dielectric Geometric-Phase Metasurface with Simultaneous Structure and.[J:ACS Photonics,2023,10(12):4357–4366.
- Liulin Li，Zhixiang Li,Kai Guo，Bingyi Liu,Zhongyi Guo，Acoustic vortex filter based on tunable metasurfaces.[J:Applied Physics Letters,2024,124(1):011702.
- Badreddine Merabet,Jinlong Tian,Kai Guo，Bingyi Liu,Zhixiang Li，Syed Afaq Ali Shah,Zhongyi Guo，Vision Transformers Motivating Superior OAM Mode Recognition in Optical Communic.[J:Optics Express,2023,31(23):38958-38969.
- Xueqiang Fan，Bing Lin,Kai Guo,Bingyi Liu，Zhongyi Guo，TSMPN-PSI: High-performance polarization scattering imaging based on three-stage.[J:Optics Express,2023,31(23):38097-38113.
- Wangtao Yu，Syed Afaq Ali Shah,Dekui Li,Kai Guo,Bingyi Liu,Yongxuan Sun,Zhiping Yin,Zhongyi Guo，Polarized computational ghost imaging in scattering system with half-cyclic sinu.[J:Optics & Laser Technology,2023,169(110024
- 刘冰意,黄玲玲,魏群烁,苏照贤,王涌天,基于近场轨道角动量转换的声波相位调制及声场重构方法发明,
- 黄玲玲,陈屿丰,刘冰意,王涌天,基于集成超颖表面的宽带消色差透镜和波束偏折器发明,CN113805264B,2022/06/28
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