2 papers
physics.flu-dyn2026
Physics-Informed Latent Neural Operator for Three-Dimensional Compressor Cascade Flow Prediction
Yuling Han, Zhihui Li, Zhibin Yu
A physics-informed latent neural operator framework is proposed for three-dimensional compressor cascade flow prediction. The proposed method combines a Transolver-based latent enc…
physics.flu-dyn2026
Meta-PINNs: Meta-Learning Enhanced Physics-Informed Machine Learning Framework for Turbomachinery Flow Predictions under Varying Operation Conditions
Yuling Han, Zhihui Li, Zhibin Yu
Coupling physics with machine learning models has shown great potential for solving fluid dynamics problems governed by partial differential equations. However, conventional method…