2 papers
physics.comp-ph2026
Physics-guided curriculum learning for the identification of reaction-diffusion dynamics from partial observations
Hanyu Zhou, Yuansheng Cao, Yaomin Zhao
Reaction-diffusion (RD) systems provide fundamental models for understanding self-organized spatiotemporal patterns across natural and engineered settings, yet reliable parameter e…
physics.flu-dyn2026
Progressive Mixture-of-Experts with autoencoder routing for continual RANS turbulence modelling
Haoyu Ji, Yinhang Luo, Hanyu Zhou +1
Developing Reynolds-averaged Navier-Stokes (RANS) turbulence models that remain accurate across diverse flow regimes is a long-standing challenge. In this work, we propose a novel…