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physics.flu-dyn2026

Invariant Guided PINN for Fluid Flow Computation

Zheng Lu, Jiwei Jia, Bora Aniruddha +2

The paper introduces an invariant‑guided physics‑informed neural network (IG‑PINN) that trains on spatial subdomains or temporal slabs and then applies a global correction to impro…