电气合成与数智制造实验室,面向交叉科学前沿与国家重大需求,致力于能源电工材料设计与低碳智造技术开发,助力国家清洁能源转型及碳中和战略。实验室有多个研究生、博士后及本科实习位置,热忱欢迎感兴趣的同学进行联系(邮箱:yaoyg@hust.edu.cn)
多学科合作与平台支撑:

在研项目:
- 基金委面上项目(2024-2027),创新群体B类(骨干,2026-2030),科技部重点研发-青年(骨干,2022-2026)
- 湖北省重点研发计划(2024-2026),湖北省创新群体(骨干,2023-2026)
- 北京分子科学国家研究中心课题(2025-2026)
- 华科交叉研究支持项目(2025-2027),强电磁全国重点实验室开放基金(2025-2026)
- 人才项目:达摩院青橙奖(2022),武汉英才-氢能(2021),国家青年人才(2020)
- 学生项目:青年科学基金(石文辉),博士后面上项目(陈金丽)
已完成基金:
- 国家高层次青年人才(2020-2023)国家自然科学基金-青年(2022-2024)
- 武汉市科技创新专项(2022-2024)浙江省实验室开放基金(2024-2025)深圳市科创委国际合作(2023-2025)
- 武纺国家重点实验室开放基金(2023-2025)华科交叉研究支持项目(2023-2025)
- HUST-QMUL联合基金(2022)HUST-SPbU联合基金(2024)
- 博士后面上项目(郭亚晴)研究生创新基金(林诚)国家级大创项目(马京)
研究愿景:一个高效低碳智能、可持续发展的电气化世界(An electrified world)

特色研究方向如下:
1. 新能源电工材料(电磁热功能、合金催化)
代表方向:高熵合金催化剂 https://www.bilibili.com/video/BV1UR4y1H7JA?spm_id_from=444.41.0.0

代表文章
- Carbothermal shock synthesis of high-entropy-alloy nanoparticles. Science 2018, 359, 1489-1494. (Cover)
- High-entropy nanoparticles: Synthesis-structure-property relationships and data-driven discovery. Science 2022, 376, 3103. (Review)
- Roll-to-Roll Synthesis of Multielement Heterostructured Catalysts. Nat. Synth. 2025, 4, 836-847.
- Finely tailoring the local ensembles in heterostructured high entropy alloy catalysts through pulsed annealing. Nat. Commun. 2025, 16, 3403.
- MoZn-Based High Entropy Alloy Catalysts Enabled Dual Activation and Stabilization in Alkaline Oxygen Evolution. Sci. Adv. 2024, 10, eadq6758.
2. 电气精准合成(多场强化合成、动态催化)

代表文章
- Programmable Heating and Quenching for Efficient Thermochemical Synthesis. Nature 2022, 605, 470–476.
- Interlayer-Expanded Carbon Anodes with Exceptional Rates and Long-Term Cycling via Kinetically Decoupled Carbonization. Joule 2025, 101812.
- Highly Efficient Chemical Production via Electrified, Transient High-Temperature Synthesis. eScience 2024, 100253.
- Transient and General Synthesis of High-Density and Ultrasmall Nanoparticles on Two-Dimensional Porous Carbon via Coordinated Carbothermal Shock. Nat. Commun. 2023, 14, 2294.
- Extreme mixing in nanoscale transition metal alloys. Matter, 2021, 4, 2340-2353.
3. 数字智能开发(高通量自动化、机器学习)

代表文章
- Machine Learning Enhanced Metal 3D Printing: High Throughput Optimization and Material Transfer Extensibility. Int. J. Extrem. Manuf. 2025, 22 (1), 16–20.
- Harnessing Machine Learning for High-Entropy Alloy Catalysis: A Focus on Adsorption Energy Prediction. npj Comput. Mater. 2025, 11, 91.
- Wood-Inspired Metamaterial Catalyst for Robust and High-Throughput Water Purification. Nat. Commun. 2024, 15, 2046.
- Computationally aided, entropy-driven synthesis of highly efficient and durable multi-elemental alloy catalysts. Sci. Adv. 2020, 6, eaaz0510.
- High-throughput, combinatorial synthesis of multimetallic nanoclusters. PNAS, 2020, 117, 6316-6322.
4. 绿色低碳路径(天然负碳原料、循环经济)

代表文章
- Regenerated Graphite Electrodes with Reconstructed Solid Electrolyte Interface and Enclosed Active Lithium Toward >100% Initial Coulombic Efficiency. Adv. Mater. 2024, 2312548.
- Atomistic Observation and Transient Reordering of Antisited Li/Fe Defects toward Sustainable LiFePO4. Energy Environ. Sci. 2024, 17, 7749-7761.
- Transient and Dry Recycling of Battery Materials with Negligible Carbon Footprint and Roll-to-Roll Scalability. Energy Environ. Sci. 2023, 16, 2561-2571.
- Rejuvenating LiNi0.5Co0.2Mn0.3O2 Cathode Directly from Battery Scraps. eScience 2023, 100091.
- Kinetics Dominated, Interface Targeted Rapid Heating for Battery Material Rejuvenation. Adv. Energy Mater. 2024, 2404838.