Zhi X. Chen

1. A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics
   2022/01/09 by Tianhan Zhang, Zhang, Tianhan, Yuxiao Yi +11 · 5 citations
   Chemical Engineering · Engineering · #Advanced Combustion Engine Technologies #Chemical Physics (physics.chem-ph) #Combustion and flame dynamics #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Radiative Heat Transfer Studies
2. An integrated framework for accelerating reactive flow simulation using GPU and machine learning models
   2023/12/21 by Runze Mao, Mao, Runze, Yingrui Wang +13 · 3 citations
   Engineering · Mathematics · #Combustion and flame dynamics #Computational Engineering #Computational Fluid Dynamics and Aerodynamics #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Gas Dynamics and Kinetic Theory #and Science (cs.CE)
3. Adaptive Multi-step Refinement Network for Robust Point Cloud Registration
   2023/12/05 by Zhi X. Chen, Chen, Zhi, Yufan Ren +11 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
4. Detailed simulation of LOX/GCH4 flame-vortex interaction in supercritical Taylor-Green flows with machine learning
   2023/12/08 by Jiayang Xu, Xu, Jiayang, Yifan Xu +11 · 1 citation
   Engineering · #Combustion and flame dynamics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Heat transfer and supercritical fluids #Phase Equilibria and Thermodynamics
5. Thermodynamics-Informed Input Reparameterization for Neural Prediction of Real-Fluid Thermodynamic Properties in Supercritical Combustion
   2026/07/21 by Haoze Zhang, Han Li, Ke Xiao +3
   #cs.LG #physics.comp-ph #physics.flu-dyn
6. Physics Transformer: Tailoring Transformer for General PDE Prediction
   2026/07/27 by Guoze Sun, Rui Zhang, Jiankai Tang +4
   #cs.LG