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5 Pith papers cite this work. Polarity classification is still indexing.

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Total Conformal Rigidity in Graphs

math.CO · 2026-05-08 · unverdicted · novelty 6.0

A graph is totally conformally rigid if and only if it is edge-rigid (every canonical spectral embedding onto a Laplacian eigenspace is edge-isometric), which is equivalent to all edges being pairwise Laplacian-cospectral, enabling a polynomial-time decision algorithm via SDP duality.

Self-Organising Memristive Networks as Physical Learning Systems

cond-mat.dis-nn · 2025-08-31 · unverdicted · novelty 3.0

Self-organising memristive networks exhibit collective nonlinear dynamics that can support physical learning with parallels to biological plasticity and potential for energy-efficient edge intelligence.

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