2 papers
physics.flu-dyn2026
Full-field prediction for engineering-scale three-dimensional aircraft with multigrid-hierarchical learning
Yunfei Liu, Hao Wang, Yuhang Qi +8
High-fidelity computational fluid dynamics is essential for aerospace design, but engineering-scale simulations of practical three-dimensional aircraft remain computationally expen…
cs.LG2026
LLM4Fluid: Large Language Models as Generalizable Neural Solvers for Fluid Dynamics
Qisong Xiao, Xinhai Chen, Qinglin Wang +10
Deep learning has emerged as a promising paradigm for spatio-temporal modeling of fluid dynamics. However, existing approaches often suffer from limited generalization to unseen fl…