move_nodes_with takes the region's quality before the move from an earlier run
and a coarser guard bisection, for a live preview; each pass measures the
elements in parallel (fixed blocks). The relaxation's state sizes its elements
(a certified check each) only for the strong mode, which alone uses the size:
on the crank arm's hex20 mesh that was 114 ms of every 130 ms preview.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
relax::move_weights gives each node its share of a displacement (the grabbed
nodes all of it, the nodes within the radius strength x falloff, or the
harmonic function of the element-edge graph, zero beyond the radius and at
held nodes); relax::move_nodes applies it as the relaxation's constraints let
each node move (faces in UV, edges along, vertices held), scaled back by
bisection until no valid element inverts, and reports each element's scaled
Jacobian before and after.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
Owner's rule (#438): move the bad nodes, interpolate, keep the morph as long as no
element inverts (guards "valid", the default); the old guards stay as "strict". The
run keeps its best round (highest smallest scaled Jacobian, then fewest elements below
the threshold, then highest mean) and never ends below the start. Default reach five
mean edge lengths of the bad elements (was three); on the Pi 5 base reach 3, 5 and 7
end at the same quality, 5 moving fewer nodes than 7 while leaving none below 0.7.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
In the max-min phase a valid element's term q^-16 reached 1e96 as q -> 0+, far above
an invalid element's 2e8, so the descent kept elements inverted rather than pass
through flat: the distorted plate stayed tangled (4 invalid) once its mesh was the
same on every platform. The shape term now continues as its tangent line below
q = 0.3 (finite, steep) and an invalid element costs 1e11, above any valid one.
Adds a test that the plate's mesh, its perturbation and the strong relaxation are
the same bits with 1 and 4 threads and match a fingerprint taken on macOS (CI checks
it on Linux).
Part of #438.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
The system maths library's sin, cos, atan2, log … are not correctly rounded and differ
between platforms: mesh.hex.generate gave the plate of the strong-relax test a different
mesh on Linux than on macOS (nodes from 2809 on), so the test passed on a Mac and failed
in CI. Every transcendental call in fieldcraft-mesh now goes through the libm crate (a
pure-Rust port of musl's), which gives the same bits everywhere.
Part of #438.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
The owner's direction: bad nodes move to better places, the nodes within a reach follow by
the graph Laplacian's harmonic extension, edges held, nothing outside the reach moves.
mesh.node.relax strong mode takes below and reach and reports each round.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
