个人简介
李昊，南丹麦大学博士后研究员，布朗大学访问学者，欧盟玛丽居里博士后研究员。
2016年取得上海理工大学、英国利物浦约翰摩尔斯机械及其自动化专业双学士学位，2019年取得上海理工大学机械设计硕士学位，2022年取得日本京都大学机械理工专攻博士学位。主要从事多物理场结构拓扑优化方法研究及其应用。2018年获德国学术交流中心资助赴德国帕德博恩大学见习研究, 2021年获日本学术振兴会博士研究基金，2023年获欧盟玛丽居里博士后研究基金赴南丹麦大学开展博士后研究, 2024年获丹麦Otto Mønsteds Fond赴美国布朗大学访问研究，2025年赴法国索邦大学访问研究。
Hao Li is a Postdoc Researcher in Institute of Mechanical and Electrical Engineering (IME), University of Southern Denmark, Denmark, and a Marie-Curie Postdoc Fellow of the EU. He is currently a Visiting Scholar at LIP 6, Sorbonne University.
He received his first-class honours degree in mechanical engineering from Liverpool John Moores University (UK) and a dual bachelor's degree in mechanical design from the University of Shanghai for Science and Technology (USST) in 2016. He was enrolled in the School of Mechanical Engineering, USST for his Master's degree (2016-2019) under the supervision of Prof. Xiaohong Ding. His master's research project is about the topology optimization of high heat flux heat sinks, during which he won the 18th International Conference on Electronic Packaging Technology & High-Density Packaging (2017). In 2018, he received a full grant from the DAAD (Deutscher Akademischer Austauschdienst) as a research intern at Paderborn Universität in Germany. He was awarded the Outstanding Master Thesis Award by USST in 2019. He was enrolled at Kyoto University in Japan to pursue his PhD in Mechanical Engineering under the supervision of Prof. Shinji Nishiwaki (2019-2022), with his main research focus on the mathematical modelling of multi-physics and topology optimization methodologies. His PhD research project "Large-scale multiphysics topology optimization for thermal and fluid systems" was funded by a JSPS grant from the Japan Society for the Promotion of Science. He successfully defended his doctoral thesis in July 2022 and continued his research as a JSPS Postdoc Fellow at Kyoto University. In 2023, he secured funding for his EU MSCA Postdoctoral fellowship project "ADeHEx: Advanced Design of Heat Exchangers using multiscale models and machine learning" in collaboration with Assoc. Prof. Joe Alexandersen, and joined University of Southern Denmark (SDU). In 2024, he received Otto Mønsteds Fond to conduct a secondment research stay at Brown University hosted by Prof. George Karniadakis, developing Physics Informed Neural Networks (PINNs) for multi-scale fluid flow simulation. In 2025, he conducted a research stay at Sorbonne University hosted by Dr. Pierre Jolivet, developing ultra-high-resolution topology optimisation framework.
专业经历
研究经历
2025/06/27- 2025/07/18: 访问学者, 索邦大学, 法国
2024/10/01- 2024/12/30: 访问学者, 布朗大学, 美国
2023/10/01- 至今: 欧盟玛丽居里学者, 南丹麦大学，丹麦
2023/04/01- 2023/09/30: 特别研究员, 京都大学, 日本
2022/10/01- 2023/03/31: 日本学术振兴会博士后研究员, 日本
2021/04/01- 2022/09/31: 日本学术振兴会博士研究员, 日本
教学经历
2024-2026: 讲师: 机械电子系, 南丹麦大学
工程优化 (本科), 秋季学期2025.
有限元分析 (本科), 春季学期2024, 春季学期2025.
2022-2023: 客座讲师: 机械理工专攻, 京都大学
有限元分析 (研究生), 春季学期2022, 春季学期2023
指导经历
2024-2025: 博士研究生: Amirhossein Bayat, 南丹麦大学(副导师)
2024-2025: 硕士研究生: Casper Skjold Buhrkall, 南丹麦大学(副导师)
科研及教学
流体力学与传热的应用数学建模。我的研究重点是为复杂的流体力学和传热系统开发数学和计算模型。这包括建立和求解控制流固耦合和传热问题的偏微分方程（PDE），为优化这些系统在学术和工业应用中提供了严格的框架。
大规模流体仿真的分布式有限元。我实现并优化了使用分布式有限元方法的大规模三维流固耦合和湍流流动仿真。通过使用领域分解和预条件器等先进的数值技术，我开发了一个开源框架（FreeFEM-PETSc/SLEPcMmg/ParMmg），能够以高计算效率解决复杂的多物理场问题，如流体-热耦合。
流体-热系统的实验设计与验证。我还具备流体力学实验的经验，曾主导设计和执行拓扑优化冷却通道的实验。这项技能使我能够弥合数值模拟与实验验证之间的差距，对于推进流体-热装置的设计至关重要。
科学机器学习。我的研究重点是利用物理信息神经网络（PINNs）为复杂的多尺度流体流动和传热问题开发先进的计算模型。我使用PyTorch和GPU加速技术，提升了计算性能，能够解决传统方法难以处理的高维问题。
教学技能。我的教学理念是创造一个互动的学习环境，通过实践练习和项目使学生能够掌握复杂概念。我通过将理论与实践相结合，激发学生的好奇心和批判性思维。在南丹麦大学教授有限元分析时，我获得了高评价（3.92/4.0），并根据学生反馈不断改进教学方法，通过更好的视觉辅助工具和代码演示提高了教学的清晰度和参与度。
指导技能。作为博士和硕士生的共同指导教师，我在拓扑优化和传热优化等课题上指导了多项研究。我在数值建模领域分享了我的专业知识，并营造了一个鼓励学生主动研究的协作环境。我注重在提供技术指导的同时，鼓励学生独立思考，以帮助他们完成高质量的研究。
基金
[5] 2024：丹麦Otto Monsteds Fund, Grant-in-aid， 访问研究， DKK 22,500 (CNY 22,835).
[4] 01/10/2023 – 30/09/2025：欧盟玛丽居里博士后基金 (MSCA), Grant-in-aid，项目题目：Advanced design of heat exchangers using multiscale models and machine learning (ADeHEx), EUR 214,934 (CNY
1,690,200)，项目负责人：DOI: 10.3030/101106842.
[3] 01/04/2023 – 30/09/2023：日本电装 (Denso Corporation Heat Exchanger R&D Dept), Grant-in-aid，项目题目：Topology optimization of automotive heat exchangers, JPY 21,460,000 (CNY 1,073,000), 项目负责人
[2] 01/04/2021 – 31/03/2023：日本学术振兴会 (JSPS), Grant-in-aid, 项目题目：Large-scale topology optimization of thermal fluid-structure system design, JPY 5,760,000 (CNY 280,462) 个人补助, JPY 1,500,000 (CNY 73,037) 科研基金, 项目负责人 [KAKEN]
[1] 01/07/2018 – 30/09/2018：德国学术交流中心 (DAAD), Grant-in-aid, 项目题目：Experimental study on the dynamic behaviour of piezoelectric ultrasonic transducer, EUR 1,950 (CNY 14,760), 项目负责人
奖项
[3] Prof. Avram Bar-Cohen Best Paper Award at the ITherm Conference, 2025.
[2] Outstanding master thesis award, University of Shanghai for Science and Technology, Shanghai, China, 2020. [link]
[1] Outstanding paper award of 18th International Conference on Electronic Packaging Technology & High Density Packaging, 2017.
国际期刊审稿
Nuclear Engineering and Design; International Journal for Numerical Methods in Fluids; International Journal of Heat and Mass Transfer; Computer Modeling in Engineering and Sciences; International Congress on Industrial and Applied Mathematics; Computer Methods in Applied Mechanics and Engineering; Applied Mathematical Modelling; Structural and Multidisciplinary Optimisation; Composite Structures; Engineering Optimization; Electronic Research Archive; Journal of Mechanical Design, Scientific Reports; Journal of Energy Storage; International Communications in Heat and Mass Transfer; Engineering Structures
国际学术组织
2023-now The Danish Center for Applied Mathematics and Mechanics (DCAMM)
2022-2023 The Japan Society of Mechanical Engineers (JSME)
2020-2023 The Japan Society for Industrial and Applied Mathematics (JSIAM)
2020-now Asian Society for Structural and Multidisciplinary Optimization (ASSMO)
2019-now International Society for Structural and Multidisciplinary Optimization (ISSMO)
