• 化学激光关键装备的模拟仿真与创新设计
• 化工过程数字孪生系统的关键技术
• 基于物理约束的深度学习算法​
  

2012-06至2014-07 大连理工大学水利工程系 博士后

2014-07至2014-12 大连理工大学海洋科学与技术学院 讲师

2015-01至今           中国科学院大连化学物理研究所化学激光重点实验室 助理研究员、副研究员

2000-09至2004-07 大连理工大学工程力学系 学士

2004-09至2012-04 大连理工大学工程力学系 硕士及博士

• Li J, Huai Y, Jia S, Liu T. MultiScale Modeling of Spiral Wound Heat Exchanger by an Integrated DNN-CFD Method[J]. Journal of Thermal Science and Engineering Applications, 2026, 18(4): 041010.
• Meng You; Tingting Liu; Shuqin Jia; Ying Huai ; Predicting mixing degree of supersonic flow by a few target data using meta-learning, Acta Astronautica, 2024, 222: 180-190
•  Bai, Tianzi; Huai, Ying; Liu, Tingting; Jia, Shuqin; You, Meng; Chang, Naiwen; Acceleration of the complex reacting flow simulation with a generalizable neural network based on meta-learning, FUEL, 2024, 372
•  Li, Jiaxu; Liu, Tingting; Jia, Shuqin; Xu, Chao; Fan, Tingxuan; Huai, Ying ; Application of Deep Neural Network Technology for Multi-scale CFD Modeling in Porous Media, CHEMICAL ENGINEERING & TECHNOLOGY, 2024, 47(12)
• Naiwen Chang; Ying Huai; Tingting Liu; Xi Chen; Yuqi Jin ; Multi-physical predictions in electro-osmotic micromixer by auto-encoder physics-informed neural networks, Physics of Fluids, 2023, 35(10)
• Meng You; Tingting Liu; Ying Huai ; Determining thermomechanical response of thin disk lasers with physics-informed neural networks, Optics Laser Technology, 2023, 165: 109590