个人简介
潘晓芳博士，深圳大学射频异质异构集成全国重点实验室、电子与信息工程学院副教授。于2010年、2015年分别获东南大学学士、香港科技大学电子及计算机哲学博士学位。2015年，评为优秀青年教师培养人选（简称“荔园优青”）；2016年，评为深圳市海外高层次人才；2017年，评为南山区领航人才；2021年，评为深圳市国内高层次人才；2024年，入选斯坦福全球前2%顶尖科学家榜单。研究方向涵盖但不限于：传感器阵列信号的算法处理，尤其聚焦于复杂混合气体环境中基于人工智能算法的气体成分识别、浓度测量及系统鲁棒性；传感器与CMOS芯片工艺的兼容性；传感器阵列集成、传感器材料合成以及基于微电子工艺的传感器制备等关键技术。曾主持国家自然科学基金一项，省部级项目3项，深圳市项目3项，广汽研究院技术开发项目等多项纵向和横向科研项目，总经费超过800万元。迄今为止，在《ACS Nano》《Sensors and Actuators B: Chemical》《IEEE Transactions on Circuits and Systems I: Regular Papers》《IEEE Electron Device Letters》《IEEE Sensors》《Applied Surface Science》等国际顶尖期刊与会议上发表SCI/EI收录论文70余篇，撰写书籍章节1章，获授权发明专利6项。谷歌学术引用总次数达1601次，h因子为20，i10因子为34。长期担任《Sensors and Actuators B》《IEEE Sensors》《IEEE Transactions on Biomedical Circuits and Systems》等多个国际权威期刊和会议的审稿人。
学术主页
Google: https://scholar.google.com/citations?user=c2D8cbMAAAAJ&hl=en
ResearchGate:https://www.researchgate.net/profile/Xiaofang-Pan-2
主要研究方向
1、面向气体传感器阵列的人工智能算法研究及其轻量化ASIC实现；
2、MEMS-CMOS气体传感SoC芯片设计，包括MEMS-CMOS异质集成技术与气体传感接口电路；
3、气体传感器相关技术，包括气敏材料的合成与传感器器件的微纳加工制备。
教育经历
2010-2015，香港科技大学，电机及电子工程学（哲学博士PhD）
2006-2010，东南大学，电子科学与技术（学士）
研究工作经历
2015-至今，深圳大学，电子与信息工程学院，讲师、副教授
2015，香港科技大学，电子与计算机工程学系，副研究员（Research Associate）
所获荣誉
2024年，入选斯坦福2023全球前2%顶尖科学家榜单
2023年，深圳大学教师年度考核优秀
2021年，深圳市后备级人才
2018年，IEEE EDSSC最佳学生论文奖
2017年，南山区领航人才
2016年，深圳市海外高层次人才“孔雀计划”C类
2015年, 深圳大学优秀青年教师
近5年主持科研项目
1. 广汽研究院技术开发重点项目，“XXX高效识别技术研究”，2024.1-2024.8，180万元，主持；
2. 深圳市高新投三江电子股份有限公司, “基于微型传感器阵列的XXXX探测器”, 2023-09 至 2024-04, 100万元, 主持；
3. 广东省自然科学基金青年提升项目,基于纳米复合材料气体传感器阵列的早期肺癌筛查神经网络算法及其多数据库融合研究, 2023-01 至 2025-12, 30万元, 主持；
4. 教育部港澳与内地交流研究项目，“深澳智能传感器系统交流研究项目”, 2021-01至2021-12, 9.6万元, 主持；
5. 国家重点研发计划课题，“三维RRAM器件电路异质集成技术研究”，2023.12-2027.11，326万元，参与；
6.华为海思技术开发重点项目，“高性能XXX研究”，2021.8-2023.12，452.8万元，参与；
7. 深圳市高校稳定支持计划重点项目，“基于类脑神经形态像素单元的可信视觉传感芯片关键技术研发”，2022.12-2025.11，100万元，参与；
8．深圳大学国家重点实验室自主课题, 片上智能温漂补偿的高信噪CMOS-MEMS集成流量传感微系统研究, 2024-07 至 2026-06, 15万元, 参与。
毕业生去向
2022届硕士：温晓琳（华为）
2023届硕士：陈洁滨（中兴通讯）、林湧祥（比亚迪）
2024届硕士：李俊烨（峰岹科技，上市公司，股票代码688279）、
黄斯伟（能芯半导体）、韩家恒（广东省公务员）
2025届硕士：王锡磊（华为）、张涛（必易微）
代表性论著
⟡书本章节：
[1]Amine Bermak, Muhammad Hassan, Xiaofang Pan, “Handbook of Biochips: Integrated Circuits and Systems for Biology and Medicine”, Springer New York, New York, 2015, pp.1-20.
⟡期刊论文
[1]Xiaofang Pan, Xiaolin Wen, Jiebin Chen, Jiacheng Hao, Wei Xu, Wenbin Ye, Xiaojin Zhao*,"A Comprehensive Gas Identification and Concentration Measurement Algorithm Featured with Label-Free Drift Compensation and Transfer Calibration Effects Based on Attention Equipped Transformer with Domain Adversarial Network", Sensors and Actuators B: Chemical, 2023, 387: 133709(中科院1区top期刊)
[2]Xiaofang Pan, Zhe Zhang, Haien Zhang, Zhihuang Zhang, Wenbin Ye, Yatao Yang, Junxian Ma, Xiaojin Zhao*, “A fast and robust mixture gases identification and concentration detection algorithm based on attention mechanism equipped recurrent neural network with double loss function”, Sensors and Actuators B: Chemical, vol. 342, pp. 129982, 2021. (中科院1区top期刊)
[3]Xiaofang PAN, Xiaojin Zhao*, Wei Xu, Zhiyong Fan, Amine Bermak, “Programmable Nanoarchitectonics of Pore Array for Electronic-Nose-Based Early Disease Diagnose”, IEEE Transactions on Electron Devices, 2022, vol. 69, no.8, pp.4514 - 4520(中科院2区期刊, 微电子领域经典期刊)
[4]Jinyu Huang, Jianwei Li, Zhonglei Zhang, Junda Li, Xiangdong Cao, Jihua Tang, Xuejin Li, Youfu Geng, Jiaqi Wang, Yu Du, Yatao Yang, Xiaofang Pan*,"Bimetal Ag NP and Au NC modified In2O3 for ultra-sensitive detection of ppb-level HCHO", Sensors and Actuators B: Chemical,vol.373,no.132664,2022.(中科院1区top期刊)
[5]Yongxiang Lin, Junhu Jing, Xilei Wang, Aihua Zhong, Wenbin Ye, Wei Xu, Xiaojin Zhao, Xiaofang Pan*, "A Fast, Non-invasive Auxiliary Screening Algorithm for Lung Cancer Based on Electronic Nose System", Sensors and Actuators: A. Physical. (accepted)
[6]Jinyu Huang, Zichao Ma, Junda Li, Zhonglei Zhang, Jihua Tang, Xiangdong Cao, Wei Xu, Xiaojin Zhao, Yatao Yang, Xiaofang Pan*,"Au nanocage/In2O3 nanoparticle-based hybrid structures for formaldehyde sensors",ACS Applied Nano Materials,vol.6,no.9,pp.7855-7863,2023. (中科院2区)
[7]Shahid Mehmood, Xiaojin Zhao, Muhmmad Fahad Bhopal, Faheem Ullah Khan, Yatao Yang, Guoping Wang, Xiaofang Pan*, “MoO2-Ni-graphene Ternary Nanocomposite for a High- Performance Room-Temperature Ethanol Gas Sensor”, Applied Surface Science, vol. 554, pp. 149595, 2021.
[8]Shahid Mehmood, Faheem Ullah Khan, Muhmmad Naeem Shah, Junxian Ma, Yatao Yang, Guijun Li, Wei Xu, Xiaojin Zhao, Wei He, Xiaofang Pan*,"A novel room-temperature formaldehyde gas sensor based on walnut-like WO3 modification on Ni–graphene composites",Frontiers in Chemistry,vol.10,no.971859,2022.
[9]Muhammad Naeem Shah, Srinivasa Rao Pathipati, Shahid Mehmood, Faheem Ullah Kahn, Muhammad Sohail, Bakhtar Ullah, Yatao Yang*, Xiaofang Pan*, “Stable Cobalt Porphyirn Ometed Type Small Molecule Sensor for the Sensitive and Selective Detection of Ammonia Gas at Room Temperature”, Advanced Materials Technologies, vol. 6, 2021.
[10]Faheem Ullah Khan, Shahid Mehmood, Shiliang Liu, Wei Xu, Muhammad Naeem Shah, Xiaojin Zhao, Junxian Ma, Yatao Yang*, Xiaofang Pan*, “A p-n Heterojunction Based Pd/PdO@ZnO Organic Frameworks for High-Sensitivity Room-Temperature Formaldehyde Gas Sensor”, Frontiers in Chemistry, vol. 9, pp. 742488, 2021.
[11]Faheem Ullah Khan, Zia Ul Haq Khan, Junxian Ma, Arif Ullah Khan, Muhammad Sohail, Yongmei Chen, Yatao Yang*, Xiaofang Pan*, “An Astragalus membranaceus based eco-friendly biomimetic synthesis approach of ZnO nanoflowers with an excellent antibacterial, antioxidant and electrochemical sensing effect”, Materials Science and Engineering: C, vol. 118, pp. 111432, 2021.
[12]Srinivasa Rao Pathipati, Muhammad Naeem Shah, Xiaofang Pan*, “Interfacial engineering and down-conversion of ultraviolet light for efficient perovskite solar cells”, Solar Energy, vol. 197, pp. 363-370, 2020.
[13]Muhammad Naeem Shah, Muhammad Fahim Shah, Junxian Ma, Muhammad Ijaz Shah, Yatao Yang*, Xiaofang Pan*, “Synthesis of small molecule dye additive for efficient and DIO-free ternary organic solar cells”, Journal of Materials Science, vol. 56, pp. 2528-2538, 2021.
[14]Muhammad Naeem Shah, Yatao Yang, Muhammad Sohail, Srinivasa Rao Pathipati*, Xiaofang Pan*, “Low-Bandgap DPP-Based Quinoxaline with Extended EQE and Low Energy Loss for Efficient Polymer Solar Cells”, Journal of Electronic Materials, vol. 50, pp. 4488-4496, 2021.
[15]Xiaofang Pan, Haien Zhang, Wenbin Ye, Amine Bermak, Xiaojin Zhao, "A Fast and Robust Gas Recognition Algorithm Based on Hybrid Convolutional and Recurrent Neural Network", IEEE Access, vol. 7, pp. 100954-100963, 2019. （引用43次）
[16]Xiaojin Zhao, Zhihuang Wen, Xiaofang Pan*, Wenbin Ye, Amine Bermak, "Mixture Gases Classification Based on Multi-Label One-Dimensional Deep Convolutional Neural Network", IEEE Access, vol. 7, pp. 12630-12637, 2019.（引用73次）
[17]Xiaofang Pan, Xiaojin ZHao, Amine Bermak, Zhiyong Fan, “A Humidity-Insensitive NO2 Gas Sensor With High Selectivity”, IEEE Electron Device Letters, vol. 37, no. 1, pp. 92-95, 2016. .(中科院2区期刊)
[18]Xiaofang Pan, Xiaojin Zhao*, Jiaqi Chen, Amine Bermak, Zhiyong Fan*, “A fast-response/recovery ZnO hierarchical nanostructure based gas sensor with ultra-high room-temperature output response”, Sensors and Actuators B: Chemical, vol. 206, pp. 764-771, 2015. .(中科院1区top期刊，引用100次)
[19]Xiaofang Pan, Xi Liu, Amine Bermak, Zhiyong Fan, “Self-Gating Effect Induced Large Performance Improvement of ZnO Nanocomb Gas Sensors”, ACS Nano, vol. 7, no. 10, pp. 9318-9324, 2013. (中科院1区top期刊)
[20]Wei Xu, Linze Hong, Xiaofang Pan，"Monolithically Integrated Bidirectional Flow Sensor and Stacked Temperature/Humidity Sensor Based on CMOS-Compatible MEMS Technology", IEEE Transactions on Instrumentation and Measurement, vol.73,no.1-9,2024. (中科院2区top期刊)
[21]Sajid Rauf, Zuhra Tayyab, Faisal Faiz, Nasir Ali, Yibin Tian, Likuan Zhu, Yunzhi Hua, Muhammad Bilal Hanif, Muhammad Imran, Saravanan Pandiaraj, Xiaofang Pan, Yatao Yang, Wei Xu*,"Construction of a heterostructure composite of Fe-doped CeO 2 with buckypaper: Integration as an electrochemical aptasensing platform for Ochratoxin A detection", IEEE Sensors Journal,vol.2024. (中科院2区)
[22]Mengmeng Sun, Peiyi Li, Haiyang Qin, Na Liu, Hude Ma, Zhilin Zhang, Junye Li, Baoyang Lu, Xiaofang Pan, Lidong Wu*,"Liquid metal/CNTs hydrogel-based transparent strain sensor for wireless health monitoring of aquatic animals",Chemical Engineering Journal,vol.454,no.140459,2023. (中科院1区top期刊)
[23]Hude Ma, Haiyang Qin, Xiao Xiao, Na Liu, Shaolei Wang, Junye Li, Sophia Shen, Shuqi Dai, Mengmeng Sun, Peiyi Li, Xiaofang Pan, Mingjun Huang, Baoyang Lu, Jun Chen, Lidong Wu*,"Robust hydrogel sensors for unsupervised learning enabled sign‐to‐verbal translation",InfoMat,vol.5,no.7,pp.e12419,2023. (中科院1区top期刊)
[24]Zhilong Song, Wenhao Ye, Zhuo Chen, Zhesi Chen, Mutian Li, Wenying Tang, Chen Wang, zhu’an Wang, Swapnadeep Poddar, Xiaolin Wen, Xiaofang Pan, Yuanjing Lin, Qingfeng Zhou, Zhiyong Fan*, “Wireless Self-Powered High-Performance Integrated Nanostructured-Gas-Sensor Network for Future Smart Homes”, ACS nano, vol. 15, no. 4, pp. 7659-7667, 2021（中科院1区top期刊）
[25]Wei Xu, Xiaoyi Wang*, Xiaofang Pan, Amine Bermak, Yi-kuen Lee, Yatao Yang, “A Wafer-Level Packaged CMOS MEMS Pirani Vacuum Gauge”, IEEE Transactions on Electron Devices, vol. 68, no. 10, pp. 5155-5161, 2021. (中科院2区)
[26]Guiqin Yang, Meng Zhang, Decheng Dong, Xiaofang Pan, Ye Zhou, Su-Ting Han, Zongxiang Xu, Wanlin Wang*, Yan Yan*, “TiO2 Based Sensor with Butterfly Wing Configurations for Fast Acetone Detection at Room Temperature”, Journal of Materials Chemistry C, vol. 7, 2019.
[27]Jiaqi Chen, Zhuo Chen, Farid Boussaid, Daquan Zhang, Xiaofang Pan, Huijuan Zhao, Amine Bermak, Chi-Ying Tsui, Xinran Wang, Zhiyong Fan*, “Ultra-low-power smart electronic nose system based on three-dimensional tin oxide nanotube arrays”, ACS Nano, vol. 12, no. 6, pp. 6079-6088, 2018. .(中科院1区top期刊)
[28]Pai Peng, Xiaojin Zhao, Xiaofang Pan, Wenbin Ye*, “Gas Classification Using Deep Convolutional Neural Networks”, Sensors, vol. 18, no. 1, pp. 157, 2018.（引用216次）
[29]Jiaqi Chen, Xiaofang Pan, Farid Boussaid, Allan Mckinley, Zhiyong Fan, Amine Bermak, "Breath Level Acetone Discrimination Through Temperature Modulation of a Hierarchical ZnO Gas Sensor", IEEE Sensors Letters, vol. 1, no. 5, pp. 1-4, 2017.
⟡会议论文
[1]Junye Li, Siwei Huang, Jiaheng Han, Lidong Wu, Xiaojin Zhao, Wei Xu, Xiaofang Pan*,"An Intelligent General-Purpose Circuit and System for Broad Sensor Array-Based Applications",2024 Conference of Science and Technology for Integrated Circuits (CSTIC),Shanghai, China, vol.1-4, 2024.
[2]Yongxiang Lin, Shiliang Liu, Jiebin Chen, Yanzhao Yang, Xiaofang Pan*,"Multi-task Simpleformer Model Based Lung Cancer Biomarker Toluene Detection Algorithm",International Conference on Internet of Things, Communication and Intelligent Technology, Changsha, China,vol.547-552, 2022.
[3]Faheem Ullah Khan, Shahid Mehmood, Xiaojin Zhao, Yatao Yang, Xiaofang Pan*, “Ultra-Sensitive Bimetallic Alloy Loaded with Porous Architecture MOF for Ammonia Detection at Room Temperature”, 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, South Korea, 2021, pp. 1-5
[4]Zhipeng Kang, Huayu Hu, Xiaojin Zhao, Xiaofang Pan*, “Tube Length Effect of Anodized Aluminum Oxide Template Based Gas Sensor”, 2019 China Semiconductor Technology International Conference (CSTIC), Shanghai, China, 2019, pp. 1-4.
[5]Haien Zhang, Wenbin Ye, Xiaojin Zhao, Robert K.F. Tang, Xiaofang Pan*, “A novel convolutional recurrent neural network based algorithm for fast gas recognition in electronic nose system”, 2018 IEEE International Conference on Electron Devices and Solid State Circuits (EDSSC), Shenzhen, China, 2018, pp. 1-2.
[6]Zhihuang Wen, Wenbin Ye, Xiaojin Zhao, Xiaofang Pan*, “A novel 1D deep convolutional neural network based algorithm for mixture gases recognition”, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS), Windsor, Canada, 2018
[7]Huayu Hu, Zhipeng Kang, Xiaojin Zhao, Xiaofang Pan,* “Tube Length Effect of Anodized Aluminum Oxide Template Based Gas Sensor”, 2016 IEEE International Conference on Electron Devices and Solid-State Circuits (EDSSC), Hong Kong, China, 2016, pp. 330-333.
[8]Kun Wang, Wenbin Ye, Xiaojin Zhao, Xiaofang Pan*, “A support vector machine-based genetic algorithmmethod for gas classification”, IEEE 2017 2nd International Conference on Frontiers of Sensors Technologies (ICFST), Shenzhen, China, 2017
[9]Jiaqi Chen, Xiaofang Pan, Farid Boussaid, Amine Bermak, Zhiyong Fan, "A hierarchical ZnO nanostructure gas sensor for human breath-level acetone detection", 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, QC, Canada, 2016, pp. 1866-1869.
[10]Xiaofang Pan, Xiaojin Zhao, Amine Bermak, Zhiyong Fan, "Fabrication of a low power CMOS-compatible ZnO nanocomb-based gas sensor”, 2012 IEEE International Symposium on Circuits and Systems (ISCAS), Seoul, South Korea, 2012, pp. 3270-3273.
⟡专利
[1]潘晓芳; 林湧祥; 井军虎; 杨亚涛 ; 基于气体检测的模式识别方法、装置、设备及存储介质, 2023-08-18, 中国, CN202310206606.X (授权专利)
[2]刘时亮; 潘晓芳; 张哲; 赵晓锦 ; 一种气体检测方法、装置、计算机设备及存储介质, 2023-6-20,中国, ZL202111119011.8 (授权专利)
[3]潘晓芳; 张哲; 张海恩; 温志煌; 叶文彬; 一种混合气体种类与浓度识别方法、装置及存储介质, 2020-11-19, 中国, ZL202011307743 (授权专利)
[4]潘晓芳; 叶文彬; 王坤; 张海恩; 一种基于频域特征提取的快速气体识别算法, 2017-3-30, 中国, CN201710203312.6 (授权专利)
[5]潘晓芳; 赵晓锦; 邱长勇; 基于气体传感器的真随机数发生器及真随机数生成装置, 2016-6-17, 中国, CN201620601031.7 (授权专利)
[6]赵晓锦; 潘晓芳; 邱长勇; 一种可缩短恢复等待时间的电子鼻系统, 2015-12-28, 中国, CN201521103014.2 (授权专利)
合作意向
欢迎对于嗅觉芯片研究方向有兴趣的硕士、博士、研究助理及老师将简历发送至eexpan@szu.edu.cn
2025/4/8
