Investigates water dipole moment emergence through graph geometry, suggesting new insights into molecular structure.
The current Paper 35 benchmark does not claim that full continuum water chemistry or ab initio charge densities have already been derived on a graph. It does show that a minimal triatomic QGEFT surrogate generates the defining bent geometry of water in one deterministic angular sweep: the total topological stress reaches a clean global minimum at `104.5°` with `E_total ≈ 6.2514`, while the linear `180°` branch is strongly disfavored with `E_total = 6.9540`. The corresponding dipole proxy remains nonzero at the minimum, supporting polarity as a direct emergent consequence of graph geometry.
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Yaniv Cohen (2026) studied this question.
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