Haochen Li

Surrogate modeling of parameterized multi-dimensional premixed combustion with physics-informed neural networks for rapid exploration of design space

Kai Liu, Kun Luo, Yuzhou Cheng et al. · Combustion and Flame · 2023 · 40 citations · Full text

Implementing machine learning to optimize the cost-benefit of urban water clarifier geometrics

Haochen Li, John J. Sansalone · Water Research · 2022 · 20 citations

Water Demand, Engineering, Machine Learning +6

CFD Model of PM Sedimentation and Resuspension in Urban Water Clarification

Haochen Li, John J. Sansalone · Journal of Environmental Engineering · 2019 · 19 citations

Hydrogeology, Unit Operations, Pm Sedimentation +15

An artificial neural network-based machine learning approach to correct coarse-mesh-induced error in computational fluid dynamics modeling of cell culture bioreactor

Fernando José Cantarero Rivera, Ran Yang, Haochen Li et al. · Food and Bioproducts Processing · 2023 · 18 citations

Engineering, Bioengineering Model, Physic Aware Machine Learning +10

Operator learning for urban water clarification hydrodynamics and particulate matter transport with physics-informed neural networks

Haochen Li, Mohamed Shatarah · Water Research · 2024 · 18 citations