Jiahuan Wang

SEP 4, 2026 · PREPRINT

Solution-space heterogeneity shapes federated learning dynamics across partial differential equations

arXiv

A methodological and computational study introducing a new protocol for federated PDE learning with controlled experiments across seven tasks, but no clinical or clinical-adjacent outcomes, no peer review, and no comparison to established clinical practice.