30 citations · 30 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2021
Neural Differential Equations for Inverse Modeling in Model Combustors
Xingyu Su, Weiqi Ji, Long Zhang +3
Monitoring the dynamics processes in combustors is crucial for safe and efficient operations. However, in practice, only limited data can be obtained due to limitations in the meas…
physics.chem-ph2021★ 30 cited
Machine Learning Approaches to Learn HyChem Models
Weiqi Ji, Julian Zanders, Ji-Woong Park +1
The HyChem approach has recently been proposed for modeling high-temperature combustion of real, multi-component fuels. The approach combines lumped reaction steps for fuel thermal…