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physics.chem-ph2024
A data-driven sparse learning approach to reduce chemical reaction mechanisms
Shen Fang, Siyi Zhang, Zeyu Li +4
Reduction of detailed chemical reaction mechanisms is one of the key methods for mitigating the computational cost of reactive flow simulations. Exploitation of species and element…
physics.flu-dyn2024
Physics-aligned Schrödinger bridge
Zeyu Li, Hongkun Dou, Shen Fang +3
The reconstruction of physical fields from sparse measurements is pivotal in both scientific research and engineering applications. Traditional methods are increasingly supplemente…