70 citations · 70 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Benchmarking neural surrogates on realistic spatiotemporal multiphysics flows
Runze Mao, Rui Zhang, Xuan Bai +21
Predicting multiphysics dynamics is computationally expensive and challenging due to the severe coupling of multi-scale, heterogeneous physical processes. While neural surrogates p…
physics.flu-dyn2023
Direct numerical simulation of inflow boundary-layer turbulence effects on cavity flame stabilisation in a model scramjet combustor
Minqi Lin, Jian Fang, Xi Deng +2
Supersonic lean premixed hydrogen/air combustion stabilised by a cavity-flame holder within a model scramjet, characterized by a Mach 1.5 inflow at 1000 K and 50 kPa, is investigat…
physics.flu-dyn2022★ 70 cited
DeepFlame: A deep learning empowered open-source platform for reacting flow simulations
Runze Mao, Minqi Lin, Yan Zhang +3
In this work, we introduce DeepFlame, an open-source C++ platform with the capabilities of utilising machine learning algorithms and pre-trained models to solve for reactive flows.…