Tet mesh quality: one validity criterion, Delaunay refinement, ODT, Klingner–Shewchuk, tet10

The end-to-end demo met a raw-CDT sliver that the validity gate accepted (exactly positive) and
the solver refused. Now:

- One validity criterion, `fieldcraft_model::admissible_jacobian` (normalized Jacobian above
  1e-12), used by the implicit solver (fem `positive_inverse`), the explicit tet4/hex8
  kinematics and the mesh gate, which proves it on the whole element (tet4: the solvers' own
  Jacobian; curved kinds: a Bernstein floor), so whatever passes the gate passes the solvers.
- CDT rounding repaired by flips on the rounded mesh (Diazzi et al. 2023 §5.1) instead of the
  ±2-ulp nudge.
- `fieldcraft-mesh::tet`: a mutable tetrahedral complex whose every change is a checked
  replacement (positive and admissible tetrahedra, faces matched with opposite orientation) with
  an exact undo log; edge removal (Klincsek), multi-face removal, Delaunay insertion with
  boundary faces, edge collapse; a curvature- and thickness-graded size field; constrained
  Delaunay refinement with encroachment splits; ODT smoothing; the Klingner–Shewchuk schedule;
  boundary vertices moved onto the exact B-rep surfaces at the end; tet10 with mid-edge nodes on
  the geometry.
- `mesh.tet.generate` gains size, order, quality, quality_target, curvature_angle, grading,
  max_passes, max_points and reports the CDT's and the mesh's quality; `solve.probe` takes a set
  and reports its largest von Mises stress.
- Oracle cases filleted-bracket-fillet-stress(-coarse): the fillet's peak von Mises stress on
  tet10 meshes of 2k and 13.5k elements, 213.3 MPa (a four-level study stays within 1.8%); the
  CDT cases keep the raw tetrahedralization.
- Corpus quality columns: all 20 valid parts mesh and pass the gate.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01NmAttHhUZTokgPeEJia8sm
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jyvikoandClaude Opus 5.5 authored and Irakli Kourtis committed 2026-10-14 08:28:49 -04:00
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@@ -58,7 +58,10 @@ pub use fluids::{BoxFace, BoxFaces, FaceCondition, FluidBoundary, FluidDomain, P
pub use geometry::{Classification, Entity, GeometryRef};
pub use loads::{Distribution, Load, centrifugal_acceleration};
pub use materials::{Damage, Directional, Elastic, Erosion, Fluid, Hardening, HardeningPoint, Hyperelastic, Material, Plastic, Thermal};
pub use mesh::{Element, ElementEdge, ElementFace, ElementKind, Node, check_coordinates};
pub use mesh::{
Element, ElementEdge, ElementFace, ElementKind, MIN_NORMALIZED_JACOBIAN, Node, admissible_jacobian, check_coordinates, normalized_jacobian,
tet4_jacobian,
};
pub use sections::{BeamProfile, Extent, Formulation, Integration, Section, SectionKind};
pub use sets::Set;
pub use steps::{
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@@ -227,6 +227,43 @@ pub fn check_coordinates(xyz: &[f64]) -> Result<()> {
}
}
/// The smallest normalized Jacobian ([`normalized_jacobian`]) of an admissible solid element.
///
/// This is FieldCraft's one definition of an inverted or degenerate element. The solvers
/// (implicit and explicit) refuse an element whose Jacobian at one of their integration points is
/// not admissible ([`admissible_jacobian`]); the meshers' validity gate proves the same bound on
/// the whole element (`fieldcraft_mesh::quality`), so a mesh that passes the gate always passes
/// the solvers. A linear tetrahedron has one constant Jacobian ([`tet4_jacobian`]), which the gate
/// and the solvers compute from the same coordinate differences, so they agree on it bit for bit.
pub const MIN_NORMALIZED_JACOBIAN: f64 = 1e-12;
/// The normalized Jacobian `det J / (|J₁| |J₂| |J₃|)` of a Jacobian matrix with rows
/// `J_a = ∂x/∂ξ_a`: the signed volume of the parallelepiped its rows span over that of a box with
/// the same edge lengths. It lies in `[-1, 1]` (Hadamard's inequality), does not depend on the
/// scale of each reference direction, is 1 for orthogonal rows and 0 for a flat element. A zero
/// row, or a matrix that is not finite, gives 0.
pub fn normalized_jacobian(j: &[[f64; 3]; 3]) -> f64 {
let [a, b, c] = j;
let det = a[0] * (b[1] * c[2] - b[2] * c[1]) - a[1] * (b[0] * c[2] - b[2] * c[0]) + a[2] * (b[0] * c[1] - b[1] * c[0]);
let norms: f64 = j.iter().map(|r| (r[0] * r[0] + r[1] * r[1] + r[2] * r[2]).sqrt()).product();
let q = det / norms;
if q.is_finite() { q.clamp(-1.0, 1.0) } else { 0.0 }
}
/// Whether a Jacobian matrix belongs to an admissible (not inverted, not degenerate) element:
/// its normalized Jacobian exceeds [`MIN_NORMALIZED_JACOBIAN`].
pub fn admissible_jacobian(j: &[[f64; 3]; 3]) -> bool {
normalized_jacobian(j) > MIN_NORMALIZED_JACOBIAN
}
/// The Jacobian matrix of a linear tetrahedron with corners `xyz` in tet4 order: its edges from
/// the first corner (`∂x/∂ξ_a` of the linear map), the form the solvers and the gate share.
pub fn tet4_jacobian(xyz: &[[f64; 3]; 4]) -> [[f64; 3]; 3] {
let [o, a, b, c] = xyz;
let e = |p: &[f64; 3]| [p[0] - o[0], p[1] - o[1], p[2] - o[2]];
[e(a), e(b), e(c)]
}
pub(crate) fn check_label(what: &str, label: u32) -> Result<()> {
if label == 0 || label > MAX_LABEL {
return Err(Error::Invalid(format!("{what} label {label} is outside 1..={MAX_LABEL}")));