Tao Sun

SEP 10, 2026 · JOURNAL ARTICLE

ROS-autocatalytic nanoplatform interfering astrocyte-cancer crosstalk and enhancing glioblastoma therapy

Nature Communications

Preclinical proof-of-concept study demonstrating a novel nanoplatform mechanism in cell and animal models, without human efficacy data or direct comparison to standard therapy.

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.