pith:MAOLMWN2
Mesh Field Theory: Port-Hamiltonian Formulation of Mesh-Based Physics
Mesh-based physics admits a local factorization into port-Hamiltonian form where mesh topology alone fixes the conservative interconnection.
arxiv:2605.00394 v2 · 2026-05-01 · cs.LG
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Claims
We prove a reduction theorem for mesh-based physics. Under these conditions, the physical dynamics admit a local factorization into a port-Hamiltonian form: the conservative interconnection is fixed uniquely by mesh topology, whereas metric effects enter only through constitutive relations and dissipation.
The minimal physical principles (locality, permutation equivariance, orientation covariance, and energy balance/dissipation inequality) are sufficient to guarantee that the conservative interconnection is fixed uniquely by mesh topology alone.
Mesh Field Theory reduces mesh-based physics to port-Hamiltonian form with topology fixing interconnections and metrics entering only via constitutive relations, enabling MeshFT-Net to achieve near-zero energy drift, correct dispersion, momentum conservation, and strong out-of-distribution fidelity.
Receipt and verification
| First computed | 2026-05-28T01:04:41.220543Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
601cb659ba50132240703e303b50198bc4faff499de787b904a410149385e293
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curl -sH 'Accept: application/ld+json' https://pith.science/pith/MAOLMWN2KAJSEQDQHYYDWUAZRP \
| jq -c '.canonical_record' \
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Canonical record JSON
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