{"type": "article", "title": "QGPINNs: A Physics-Informed Neural Network Framework for Nonlocal Differential Equations on Quantum Graphs", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/qgpinns-a-physics-informed-neural-network-framework-for-nonlocal-differential-on", "original_source": "https://www.machinebrief.com/news/qgpinns-a-physics-informed-neural-network-framework-for-nonl-nrvm", "published": "2026-08-31T04:00:00+00:00", "accessed": "2026-08-31", "id": "qgpinns-a-physics-informed-neural-network-framework-for-nonlocal-differential-on"}