研究方向及代表性成果（学术论文、科研项目、科技奖励等） 一、研究方向： （1）金属纳米颗粒的可控合成及光学特性调控； （2）金属纳米颗粒的图案化自组装及近场增强特性研究； （3）高灵敏增强拉曼光谱传感器的制备及快速检测应用。 二、主要承担项目： 1. 国家自然科学基金面上项目，2023-2026，55万元，在研 2. 辽宁省优秀青年基金计划项目，2024至2026，50万元，在研 3. 辽宁省兴辽英才青年拔尖人才项目，2025-2027，50万元，在研 三、代表性论文： 1. Machine Learning-Driven 3D Plasmonic Cavity-in-Cavity Surface-Enhanced Raman Scattering Platform with Triple Synergistic Enhancement Toward Label-Free Detection of Antibiotics in Milk,Small, 2022, 18, 2204588 2. Porous Nanoframe Based Plasmonic Structure With High-Density Hotspots for the Quantitative Detection of Gaseous Benzaldehyde,Small, 2025, 21, 2408670 3. Automated identification of pesticide mixtures via machine learning analysis of TLC-SERS spectra,Journal of Hazardous Materials, 2024, 474, 134814 4. Interfacial layer-by-layer self-assembly of PS nanospheres and Au@Ag nanorods for fabrication of broadband and sensitive SERS substrates,Journal of Colloid and Interface Science, 2022, 620, 388 5. Marangoni Effect Driven Transfer and Compression at Three-Phase Interfaces for Highly Reproducible Nanoparticle Monolayers,Journal of Physical Chemistry Letters, 2020, 11, 3573 6. Interfacial Self-Assembly of Surfactant-Free Au Nanoparticles as a Clean Surface-Enhanced Raman Scattering Substrate for Quantitative Detection of As5+ in Combination with Convolutional Neural Networks,Journal of Physical Chemistry Letters, 2023, 14, 7290 7. Self-assembled monolayer film of concave star-shaped Au nanocrystals as highly efficient SERS substrates,Applied Surface Science, 2020, 518, 146217 |