研究领域
研究融合AI技术赋能的机器人研发平台,从而加速材料研发:
1) 贝叶斯优化、强化学习、表征学习、大模型、神经网络、多目标优化等人工智能方法
2) DFT、MD等材料计算方法以及跨尺度计算
3) 高通量合成和表征方法研究以及设备开发
4) 高通量实验流程研发,以及稳定性研究,加速传感材料、钙钛矿、电池、催化的研发
联系方式:
电子邮件:j.jiang@suat-sz.edu.cn
代表性论文:
1. Y. Chen#, L. Zhang#, Z. Ai, Y. Long, J. Qi, P. Bao, J. Jiang*, Robot-assisted Optimized Array Design: Achieving the Holistic Optimal Sensor Array. Chemical Engineering Journal (2024)
2. Z. Ai, L. Zhang, Y. Chen, Y. Meng, Y. Long, J. Xiao, Y. Yang, W. Guo, Y. Wang, J. Jiang*, Customizable Colorimetric Sensor Array via a High-throughput Robot for Mitigation of Humidity Interference in Gas Sensing, ACS Sensors (2024)
3. Z. Ai#, L. Zhang#, Y. Chen, Y. Long, B. Li, Q. Dong, Y. Wang, J. Jiang*, On-demand Optimization of Colorimetric Gas Sensors Using a Knowledge-aware Algorithm driven Robotic Experimental Platform. ACS Sensors (2024)
4. L. Zhang, T. M. Weldengus, Y. Meng, S. Xu, Z. Lei, H. Wang, Y. Zhai, Y. Yang, R. Song*, J. Jiang*, Navigating the Complexity of Hybrid Materials without Structural Dependency: PerovGNN as a Map, Acta Materialia (2024)
5. Y. Chen#, L. Zhang#, Z. Ai, Y. Long, T. M. Weldengus, X. Zheng, D. Wang, Y. Huang, X. Le, Y. Peng, J. Jiang*, Robot accelerated development of a colorimetric CO2 sensing array with a wide range and high sensitivity via multi-target Bayesian optimization, Sensors and Actuators B (2023)
6. H. Wang, X. Ye, Y. Zhou, Z. Zhang, L. Zhang, Y, Zhai*, J. Jiang*, Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge, IEEE CAI 2024
7. Y. Long, Z, Ai, L. Zhang, H. Zhang, J. Jiang*, G. L. Liu*, Low-cost, high sensitivity paper-based bacteria impedance sensor based on vertical flow assay, Chemosensors (2023) 2. J. Jiang*’, X. Wang’, S. Li, F. Ding, N. Li, S. Meng, R. Li, J. Qi, Q. Liu, G. L. Liu*, Plasmonic nano-arrays for Ultrasensitive Bio-Sensing, Nanophotonics (2018)
8. 姜璟. 第二章:穿戴式代谢物传感检测技术, 发表于《穿戴式与便携式生化传感检测技术》,世界图书出版公司(西安)(2018)
9. J. Jiang*, Z. Xu, A. Ameen, F. Ding, G. Lin, G. L. Liu*, Large-area, lithography-free, low-cost SERS sensor with good flexibility and high performance, Nanotechnology (2016)
10. J. Jiang#, X. Wang#, R. Chao, Y. Ren, C. Hu, Z. Xu and G. L. Liu*, Smartphone based Portable Bacteria Pre-Concentrating microfluidic Sensor and Impedance Sensing System, Sensors and Actuators B (2014)
11. Z. Xu, J. Jiang, X. Wang, K. Han, A. Ameen, I. Khan, T. Chang, and G. L. Liu*, Large-area uniform and low-cost dual-mode plasmonic naked-eye colorimetry and SERS sensor with handheld Raman spectrometer, Nanoscale (2016)
12. D. Zhang, J. Jiang, J. Chen, Q. Zhang, Y. Lu, Y. Yao, S. Li, G. L. Liu, Q. Liu*, Smartphone-based portable biosensing system using impedance measurement with printed electrodes for 2,4,6-trinitrotoluene (TNT) detection, Biosensors and Bioelectronics (2015)
13. X. Wang, M. R. Gartia#, J. Jiang#, T. W. Chang#, J. Qian, Y. Liu, X. Liu, G. L. Liu*, Audio jack based miniaturized mobile phone electrochemical sensing platform, Sensors and Actuators B (2015)