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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Jianguo Wan

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#graph neural networks Oct 2026

Transferable Atom-Pair Graph Neural Network for Few-Shot Reconstruction of Rigid Homobilayer Sliding Potential-Energy Surfaces

Abstract Interlayer potential-energy surfaces (PESs) govern stacking stability, sliding barriers, and tribology in two-dimensional bilayers, but first-principles mapping is expensive. We introduce an atom-pair graph neural network (APGNN) whose nodes are interlayer atom pairs, placing the representation directly on the...

Suyun Wang, Zheng Wu, Bing Yu et al. · 0 citations

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