Files
rustytorch/crates/specialized/rtx-cfd/src/mesh/structured.rs
T
Omar SobhandClaude Opus 5 bfd9f4dfd2
Performance Benchmarks / Run Benchmarks (push) Canceled after 0s
CI / Format Check (push) Canceled after 0s
CI / Clippy Check (push) Canceled after 0s
CI / Build (macos-latest) (push) Canceled after 0s
CI / Build (ubuntu-latest) (push) Canceled after 0s
CI / Test (macos-latest) (push) Canceled after 0s
CI / Test (ubuntu-latest) (push) Canceled after 0s
CI / Build CPU-Only (Explicit) (push) Canceled after 0s
CI / Python Bindings (maturin) (macos-latest) (push) Canceled after 0s
CI / Python Bindings (maturin) (ubuntu-latest) (push) Canceled after 0s
CI / WASM Build + Size Check (push) Canceled after 0s
CI / Distributed Training Tests (push) Canceled after 0s
CI / CI Success (push) Canceled after 0s
Documentation / Build API Documentation (push) Canceled after 0s
Documentation / Build User Guide (push) Canceled after 0s
rtx-cfd: repair the pressure-velocity coupling, LBM walls and mesh quality
Clears the rest of the quarantine. All three crates now run 558 tests
with 0 failures and no `#[ignore]` markers.

SIMPLE could not converge, and the reason was not slow convergence but
wrong physics.

The pressure correction equation used a bare Laplacian, 1/dx^2 and
1/dy^2, while the velocity correction divided by a_p = rho dx dy / dt.
SIMPLE requires these to be each other's inverse: substituting the
corrected velocities into continuity must reproduce the pressure
equation, which fixes a_E = rho d dy/dx with d = dV/a_p. The two
disagreed by roughly 1/(h^2 dt) -- about 2e4 on a 16x16 cavity -- so the
pressure correction was that many times too weak to enforce continuity.

The consequence was visible and specific. A lid-driven cavity at Re=100
produced a monotonic profile rising from 0 at the floor to 1 at the lid:
Couette flow, with no recirculation anywhere, and a peak pressure of
1.6e-4 against the rho U^2 scale of 1. The return flow in a cavity is
driven entirely by the pressure gradient, so with the pressure pinned
near zero there was nothing to turn the flow around. With the
coefficients made consistent the profile recirculates, the peak pressure
is 2.9, and the solver converges.

Also in SIMPLE:
  - `p'` was never reset between outer iterations. It is a correction
    that `pressure_update_step` folds into `p`, so carrying it forward
    applied the same correction twice.
  - The convergence measure was the inner Gauss-Seidel residual, which
    goes to zero whether or not the flow satisfies continuity. Now the
    mass imbalance.
  - The velocity correction used only the transient part of a_p,
    `rho dV/dt`, rather than the diagonal the momentum equation was
    actually solved with.
  - All four convective face fluxes were computed from a single
    cell-centred velocity, so `fe` and `fw` were the same number, as were
    `fn` and `fs`. Upwinding then picked the same direction on opposite
    faces of the control volume. Now interpolated per face on the
    staggered grid.

Not claimed: agreement with Ghia, Ghia & Shin (1982). The vortex centre
moves toward their y = 0.4531 under refinement (0.400 at 16^2, 0.419 at
32^2, 0.460 at 64^2) but the minimum centreline velocity reaches only
-0.130 against their -0.2109, and the converged field still depends
slightly on the pseudo-time step, which a true steady state cannot. The
cavity test therefore asserts what is established -- convergence,
recirculation, vortex position, and an O(1) pressure field -- and the
remaining gap is recorded in omni-cortex/docs/solver_status.md rather
than papered over with a loose tolerance.

LBM bounce-back was doing neither of the things its name claims. It was
written as assignment (`f[2] = f[4]`) rather than a swap, discarding the
population being reflected -- bounce-back is a permutation and conserves
mass exactly, so the domain leaked 0.013% of its mass every 100 steps and
would have kept draining. And the pairs used were 5<->8 and 6<->7, which
reverse only the wall-normal component: that is specular reflection, a
free-slip wall, so the no-slip condition the walls were supposed to
impose never held.

Mesh quality:
  - Quadrilateral aspect ratio included the diagonals in the maximum but
    not the minimum, so it could never return 1: a unit square reported
    sqrt(2) and a 2:1 rectangle sqrt(5).
  - Triangle aspect ratio used longest-over-shortest edge, which does not
    detect the failure mode that matters. A sliver with vertices (0,0),
    (10,0), (5,0.1) scores 2.0 -- indistinguishable from a healthy 2:1
    triangle -- while its area is a twentieth of what its edges suggest.
    Now the radius ratio R/2r, which is 1 for equilateral and 1250 for
    that sliver, and which also fixes the quality histogram.
  - StructuredMesh aspect ratio took bounding-box extents and guarded the
    z-extent with `.max(1e-10)`. On a 2-D mesh the depth is exactly zero,
    so the guard became the minimum and a unit square reported 2e10.

Mesh refinement produced meshes that failed their own validation.
`subdivide_triangle` reserved midpoint ids as `next_node_id + k`, then
advanced the counter by 3, after which `refine_cells` called `add_node`
and advanced it three more -- so every refined cell referenced vertices
three ids away from the ones actually created. Separately, the position
lookup selected by slot rather than by id ("This is simplified, should
look up correct midpoint"), so three of four sub-triangles had their
areas computed from the wrong points; the quadrilateral version mapped
every new id to the cell centre.

Fixtures corrected rather than tolerances loosened: a structured mesh
test asserted 0.16 for the average cell volume while the comment beside
it computed 0.25 from the node-count convention the code actually uses;
the Zou-He pressure test built a *velocity* boundary at u = 1.2, far
above the lattice speed of sound, making the density negative; and the
cavity-setup test required the lid to influence the domain centre 16
rows away in 10 steps, which exceeds the lattice propagation speed.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
2026-08-19 08:40:09 -07:00

773 lines
25 KiB
Rust

// TDD: GREEN phase - Implement structured mesh
use super::{Mesh, MeshBounds, MeshStatistics};
use crate::error::{CfdError, CfdResult};
use crate::mesh::entities::{Cell, Face, Node};
use crate::traits::MeshEntity;
use indexmap::IndexMap;
use nalgebra::Vector3;
/// Structured (regular) mesh for rectangular domains
#[derive(Debug, Clone)]
pub struct StructuredMesh {
/// Number of nodes in x direction
nx: usize,
/// Number of nodes in y direction
ny: usize,
/// Number of nodes in z direction
nz: usize,
/// Domain width (x direction)
width: f64,
/// Domain height (y direction)
height: f64,
/// Domain depth (z direction)
depth: f64,
/// Grid spacing in x direction
dx: f64,
/// Grid spacing in y direction
dy: f64,
/// Grid spacing in z direction
dz: f64,
/// Nodes storage
nodes: IndexMap<usize, Node>,
/// Cells storage
cells: IndexMap<usize, Cell>,
/// Faces storage
faces: IndexMap<usize, Face>,
/// Whether this is a 2D mesh
is_2d: bool,
}
impl StructuredMesh {
/// Create a new 2D structured mesh
pub fn new(nx: usize, ny: usize, width: f64, height: f64) -> CfdResult<Self> {
if nx < 2 || ny < 2 {
return Err(CfdError::mesh("Mesh dimensions must be at least 2x2"));
}
if width <= 0.0 || height <= 0.0 {
return Err(CfdError::mesh("Mesh dimensions must be positive"));
}
let dx = width / (nx - 1) as f64;
let dy = height / (ny - 1) as f64;
let mut mesh = Self {
nx,
ny,
nz: 1,
width,
height,
depth: 0.0,
dx,
dy,
dz: 0.0,
nodes: IndexMap::new(),
cells: IndexMap::new(),
faces: IndexMap::new(),
is_2d: true,
};
mesh.generate_nodes()?;
mesh.generate_cells()?;
mesh.generate_faces()?;
Ok(mesh)
}
/// Create a new 3D structured mesh
pub fn new_3d(
nx: usize,
ny: usize,
nz: usize,
width: f64,
height: f64,
depth: f64,
) -> CfdResult<Self> {
if nx < 2 || ny < 2 || nz < 2 {
return Err(CfdError::mesh("Mesh dimensions must be at least 2x2x2"));
}
if width <= 0.0 || height <= 0.0 || depth <= 0.0 {
return Err(CfdError::mesh("Mesh dimensions must be positive"));
}
let dx = width / (nx - 1) as f64;
let dy = height / (ny - 1) as f64;
let dz = depth / (nz - 1) as f64;
let mut mesh = Self {
nx,
ny,
nz,
width,
height,
depth,
dx,
dy,
dz,
nodes: IndexMap::new(),
cells: IndexMap::new(),
faces: IndexMap::new(),
is_2d: false,
};
mesh.generate_nodes()?;
mesh.generate_cells()?;
mesh.generate_faces()?;
Ok(mesh)
}
/// Get number of nodes in x direction
#[must_use]
pub fn nx(&self) -> usize {
self.nx
}
/// Get number of nodes in y direction
#[must_use]
pub fn ny(&self) -> usize {
self.ny
}
/// Get number of nodes in z direction
#[must_use]
pub fn nz(&self) -> usize {
self.nz
}
/// Get domain width
#[must_use]
pub fn width(&self) -> f64 {
self.width
}
/// Get domain height
#[must_use]
pub fn height(&self) -> f64 {
self.height
}
/// Get domain depth
#[must_use]
pub fn depth(&self) -> f64 {
self.depth
}
/// Get grid spacing in x direction
#[must_use]
pub fn dx(&self) -> f64 {
self.dx
}
/// Get grid spacing in y direction
#[must_use]
pub fn dy(&self) -> f64 {
self.dy
}
/// Get grid spacing in z direction
#[must_use]
pub fn dz(&self) -> f64 {
self.dz
}
/// Convert (i,j,k) indices to linear node index
fn node_index(&self, i: usize, j: usize, k: usize) -> usize {
k * self.nx * self.ny + j * self.nx + i
}
/// Convert (i,j,k) indices to linear cell index
fn cell_index(&self, i: usize, j: usize, k: usize) -> usize {
k * (self.nx - 1) * (self.ny - 1) + j * (self.nx - 1) + i
}
/// Get node at (i,j,k) coordinates
pub fn get_node(&self, i: usize, j: usize, k: usize) -> CfdResult<&Node> {
if i >= self.nx || j >= self.ny || k >= self.nz {
return Err(CfdError::mesh("Node indices out of bounds"));
}
let index = self.node_index(i, j, k);
self.nodes
.get(&index)
.ok_or_else(|| CfdError::mesh("Node not found"))
}
/// Get cell at (i,j,k) coordinates
pub fn get_cell(&self, i: usize, j: usize, k: usize) -> CfdResult<&Cell> {
let nz_cells = if self.is_2d { 1 } else { self.nz - 1 };
if i >= self.nx - 1 || j >= self.ny - 1 || k >= nz_cells {
return Err(CfdError::mesh("Cell indices out of bounds"));
}
let index = self.cell_index(i, j, k);
self.cells
.get(&index)
.ok_or_else(|| CfdError::mesh("Cell not found"))
}
/// Generate all nodes
fn generate_nodes(&mut self) -> CfdResult<()> {
for k in 0..self.nz {
for j in 0..self.ny {
for i in 0..self.nx {
let x = i as f64 * self.dx;
let y = j as f64 * self.dy;
let z = if self.is_2d { 0.0 } else { k as f64 * self.dz };
let position = Vector3::new(x, y, z);
let index = self.node_index(i, j, k);
let node = Node::new(index, position);
self.nodes.insert(index, node);
}
}
}
Ok(())
}
/// Generate all cells
fn generate_cells(&mut self) -> CfdResult<()> {
let nz_cells = if self.is_2d { 1 } else { self.nz - 1 };
for k in 0..nz_cells {
for j in 0..self.ny - 1 {
for i in 0..self.nx - 1 {
let cell_id = self.cell_index(i, j, k);
if self.is_2d {
// 2D quadrilateral cell
let vertices = vec![
self.node_index(i, j, 0),
self.node_index(i + 1, j, 0),
self.node_index(i + 1, j + 1, 0),
self.node_index(i, j + 1, 0),
];
let centroid = Vector3::new(
(i as f64 + 0.5) * self.dx,
(j as f64 + 0.5) * self.dy,
0.0,
);
let volume = self.dx * self.dy; // Area for 2D
let mut cell = Cell::new(cell_id, vertices, centroid, volume);
// Check if cell is on boundary
if i == 0 || i == self.nx - 2 || j == 0 || j == self.ny - 2 {
cell.set_boundary(true);
}
self.cells.insert(cell_id, cell);
} else {
// 3D hexahedral cell
let vertices = vec![
self.node_index(i, j, k),
self.node_index(i + 1, j, k),
self.node_index(i + 1, j + 1, k),
self.node_index(i, j + 1, k),
self.node_index(i, j, k + 1),
self.node_index(i + 1, j, k + 1),
self.node_index(i + 1, j + 1, k + 1),
self.node_index(i, j + 1, k + 1),
];
let centroid = Vector3::new(
(i as f64 + 0.5) * self.dx,
(j as f64 + 0.5) * self.dy,
(k as f64 + 0.5) * self.dz,
);
let volume = self.dx * self.dy * self.dz;
let mut cell = Cell::new(cell_id, vertices, centroid, volume);
// Check if cell is on boundary
if i == 0
|| i == self.nx - 2
|| j == 0
|| j == self.ny - 2
|| k == 0
|| k == self.nz - 2
{
cell.set_boundary(true);
}
self.cells.insert(cell_id, cell);
}
}
}
}
Ok(())
}
/// Generate all faces
fn generate_faces(&mut self) -> CfdResult<()> {
let mut face_id = 0;
if self.is_2d {
// Generate 2D faces (edges)
// Horizontal faces
for j in 0..self.ny {
for i in 0..self.nx - 1 {
let vertices = vec![self.node_index(i, j, 0), self.node_index(i + 1, j, 0)];
let centroid =
Vector3::new((i as f64 + 0.5) * self.dx, j as f64 * self.dy, 0.0);
let area = self.dx;
let normal = Vector3::new(
0.0,
if j == 0 {
-1.0
} else if j == self.ny - 1 {
1.0
} else {
0.0
},
0.0,
);
let is_boundary = j == 0 || j == self.ny - 1;
let face = if is_boundary {
Face::new_boundary(face_id, vertices, centroid, area, normal)
} else {
Face::new(face_id, vertices, centroid, area)
};
self.faces.insert(face_id, face);
face_id += 1;
}
}
// Vertical faces
for j in 0..self.ny - 1 {
for i in 0..self.nx {
let vertices = vec![self.node_index(i, j, 0), self.node_index(i, j + 1, 0)];
let centroid =
Vector3::new(i as f64 * self.dx, (j as f64 + 0.5) * self.dy, 0.0);
let area = self.dy;
let normal = Vector3::new(
if i == 0 {
-1.0
} else if i == self.nx - 1 {
1.0
} else {
0.0
},
0.0,
0.0,
);
let is_boundary = i == 0 || i == self.nx - 1;
let face = if is_boundary {
Face::new_boundary(face_id, vertices, centroid, area, normal)
} else {
Face::new(face_id, vertices, centroid, area)
};
self.faces.insert(face_id, face);
face_id += 1;
}
}
} else {
// 3D face generation - create faces for all 6 directions
self.generate_3d_faces(&mut face_id)?;
}
Ok(())
}
/// Generate 3D faces for structured mesh
fn generate_3d_faces(&mut self, face_id: &mut usize) -> CfdResult<()> {
// X-direction faces (YZ planes)
for k in 0..self.nz - 1 {
for j in 0..self.ny - 1 {
for i in 0..self.nx {
let vertices = vec![
self.node_index(i, j, k),
self.node_index(i, j + 1, k),
self.node_index(i, j + 1, k + 1),
self.node_index(i, j, k + 1),
];
let centroid = Vector3::new(
i as f64 * self.dx,
(j as f64 + 0.5) * self.dy,
(k as f64 + 0.5) * self.dz,
);
let area = self.dy * self.dz;
let is_boundary = i == 0 || i == self.nx - 1;
let normal = Vector3::new(
if i == 0 {
-1.0
} else if i == self.nx - 1 {
1.0
} else {
0.0
},
0.0,
0.0,
);
let face = if is_boundary {
Face::new_boundary(*face_id, vertices, centroid, area, normal)
} else {
Face::new(*face_id, vertices, centroid, area)
};
self.faces.insert(*face_id, face);
*face_id += 1;
}
}
}
// Y-direction faces (XZ planes)
for k in 0..self.nz - 1 {
for j in 0..self.ny {
for i in 0..self.nx - 1 {
let vertices = vec![
self.node_index(i, j, k),
self.node_index(i, j, k + 1),
self.node_index(i + 1, j, k + 1),
self.node_index(i + 1, j, k),
];
let centroid = Vector3::new(
(i as f64 + 0.5) * self.dx,
j as f64 * self.dy,
(k as f64 + 0.5) * self.dz,
);
let area = self.dx * self.dz;
let is_boundary = j == 0 || j == self.ny - 1;
let normal = Vector3::new(
0.0,
if j == 0 {
-1.0
} else if j == self.ny - 1 {
1.0
} else {
0.0
},
0.0,
);
let face = if is_boundary {
Face::new_boundary(*face_id, vertices, centroid, area, normal)
} else {
Face::new(*face_id, vertices, centroid, area)
};
self.faces.insert(*face_id, face);
*face_id += 1;
}
}
}
// Z-direction faces (XY planes)
for k in 0..self.nz {
for j in 0..self.ny - 1 {
for i in 0..self.nx - 1 {
let vertices = vec![
self.node_index(i, j, k),
self.node_index(i + 1, j, k),
self.node_index(i + 1, j + 1, k),
self.node_index(i, j + 1, k),
];
let centroid = Vector3::new(
(i as f64 + 0.5) * self.dx,
(j as f64 + 0.5) * self.dy,
k as f64 * self.dz,
);
let area = self.dx * self.dy;
let is_boundary = k == 0 || k == self.nz - 1;
let normal = Vector3::new(
0.0,
0.0,
if k == 0 {
-1.0
} else if k == self.nz - 1 {
1.0
} else {
0.0
},
);
let face = if is_boundary {
Face::new_boundary(*face_id, vertices, centroid, area, normal)
} else {
Face::new(*face_id, vertices, centroid, area)
};
self.faces.insert(*face_id, face);
*face_id += 1;
}
}
}
Ok(())
}
/// Get all faces
#[must_use]
pub fn get_faces(&self) -> Vec<&Face> {
self.faces.values().collect()
}
/// Check if a node exists
#[must_use]
pub fn has_node(&self, node_id: usize) -> bool {
self.nodes.contains_key(&node_id)
}
}
impl Mesh for StructuredMesh {
fn cell_count(&self) -> usize {
self.cells.len()
}
fn node_count(&self) -> usize {
self.nodes.len()
}
fn bounds(&self) -> MeshBounds {
MeshBounds::new(
Vector3::new(0.0, 0.0, 0.0),
Vector3::new(self.width, self.height, self.depth),
)
}
fn validate(&self) -> CfdResult<()> {
// Check that all cells have valid vertices
for (_, cell) in &self.cells {
for &vertex_id in cell.vertex_indices() {
if !self.nodes.contains_key(&vertex_id) {
return Err(CfdError::mesh("Cell references non-existent vertex"));
}
}
}
// Check mesh connectivity
if self.cells.is_empty() {
return Err(CfdError::mesh("Mesh has no cells"));
}
if self.nodes.is_empty() {
return Err(CfdError::mesh("Mesh has no nodes"));
}
Ok(())
}
fn statistics(&self) -> MeshStatistics {
let mut stats = MeshStatistics::new();
stats.total_cells = self.cells.len();
stats.total_nodes = self.nodes.len();
stats.total_faces = self.faces.len();
// Calculate volume statistics
if !self.cells.is_empty() {
let volumes: Vec<f64> = self
.cells
.values()
.map(super::super::traits::MeshEntity::volume)
.collect();
stats.min_cell_volume = volumes.iter().fold(f64::INFINITY, |a, &b| a.min(b));
stats.max_cell_volume = volumes.iter().fold(f64::NEG_INFINITY, |a, &b| a.max(b));
stats.average_cell_volume = volumes.iter().sum::<f64>() / volumes.len() as f64;
}
// Count boundary faces
stats.boundary_faces = self
.faces
.values()
.filter(|face| face.is_boundary())
.count();
// Cell aspect ratio: the longest cell edge over the shortest.
//
// This is the quantity that describes mesh quality — a 4 x 2 domain
// resolved by 8 x 4 cells is perfectly regular, and reporting its
// *domain* aspect ratio of 2 would say otherwise.
//
// The previous form took the bounding-box extents and guarded the
// z-extent with `.max(1e-10)`. On a 2-D mesh the depth is exactly
// zero, so that guard became the minimum and the reported aspect
// ratio was the domain width divided by 1e-10 — around 2e10 for a
// unit square.
let spacings = if self.is_2d {
vec![self.dx, self.dy]
} else {
vec![self.dx, self.dy, self.dz]
};
let max_spacing = spacings.iter().copied().fold(0.0_f64, f64::max);
let min_spacing = spacings.iter().copied().fold(f64::INFINITY, f64::min);
stats.aspect_ratio = if min_spacing > 1e-12 {
max_spacing / min_spacing
} else {
f64::INFINITY
};
stats
}
fn is_boundary_cell(&self, cell_id: usize) -> bool {
self.cells
.get(&cell_id)
.is_some_and(super::super::traits::MeshEntity::is_boundary)
}
fn get_cell_neighbors(&self, cell_id: usize) -> CfdResult<Vec<usize>> {
// For structured mesh, we can calculate neighbors directly
let mut neighbors = Vec::new();
// Find the (i,j,k) coordinates of this cell
let nz_cells = if self.is_2d { 1 } else { self.nz - 1 };
for k in 0..nz_cells {
for j in 0..self.ny - 1 {
for i in 0..self.nx - 1 {
if self.cell_index(i, j, k) == cell_id {
// Add neighboring cells
if i > 0 {
neighbors.push(self.cell_index(i - 1, j, k));
}
if i < self.nx - 2 {
neighbors.push(self.cell_index(i + 1, j, k));
}
if j > 0 {
neighbors.push(self.cell_index(i, j - 1, k));
}
if j < self.ny - 2 {
neighbors.push(self.cell_index(i, j + 1, k));
}
if !self.is_2d {
if k > 0 {
neighbors.push(self.cell_index(i, j, k - 1));
}
if k < nz_cells - 1 {
neighbors.push(self.cell_index(i, j, k + 1));
}
}
return Ok(neighbors);
}
}
}
}
Err(CfdError::mesh("Cell not found"))
}
fn refine(&mut self) -> CfdResult<()> {
// Simple uniform refinement - double the resolution
let new_nx = (self.nx - 1) * 2 + 1;
let new_ny = (self.ny - 1) * 2 + 1;
if self.is_2d {
*self = Self::new(new_nx, new_ny, self.width, self.height)?;
} else {
let new_nz = (self.nz - 1) * 2 + 1;
*self = Self::new_3d(new_nx, new_ny, new_nz, self.width, self.height, self.depth)?;
}
Ok(())
}
fn coarsen(&mut self) -> CfdResult<()> {
// Simple uniform coarsening - halve the resolution
// Ensure we have enough cells to coarsen
if self.nx < 3 || self.ny < 3 {
return Err(CfdError::mesh("Mesh too small to coarsen"));
}
let new_nx = (self.nx - 1) / 2 + 1;
let new_ny = (self.ny - 1) / 2 + 1;
if new_nx < 2 || new_ny < 2 {
return Err(CfdError::mesh("Coarsening would result in invalid mesh"));
}
if self.is_2d {
*self = Self::new(new_nx, new_ny, self.width, self.height)?;
} else {
if self.nz < 3 {
return Err(CfdError::mesh("3D mesh too small to coarsen"));
}
let new_nz = (self.nz - 1) / 2 + 1;
if new_nz < 2 {
return Err(CfdError::mesh("Coarsening would result in invalid 3D mesh"));
}
*self = Self::new_3d(new_nx, new_ny, new_nz, self.width, self.height, self.depth)?;
}
Ok(())
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_structured_mesh_2d() {
let mesh = StructuredMesh::new(3, 3, 1.0, 1.0).unwrap();
assert_eq!(mesh.nx(), 3);
assert_eq!(mesh.ny(), 3);
assert_eq!(mesh.cell_count(), 4); // (3-1) * (3-1)
assert_eq!(mesh.node_count(), 9); // 3 * 3
}
#[test]
fn test_structured_mesh_3d() {
let mesh = StructuredMesh::new_3d(2, 2, 2, 1.0, 1.0, 1.0).unwrap();
assert_eq!(mesh.nx(), 2);
assert_eq!(mesh.ny(), 2);
assert_eq!(mesh.nz(), 2);
assert_eq!(mesh.cell_count(), 1); // (2-1) * (2-1) * (2-1)
assert_eq!(mesh.node_count(), 8); // 2 * 2 * 2
}
#[test]
fn test_invalid_dimensions() {
assert!(StructuredMesh::new(0, 5, 1.0, 1.0).is_err());
assert!(StructuredMesh::new(5, 0, 1.0, 1.0).is_err());
assert!(StructuredMesh::new(5, 5, 0.0, 1.0).is_err());
assert!(StructuredMesh::new(5, 5, 1.0, 0.0).is_err());
}
#[test]
fn test_node_access() {
let mesh = StructuredMesh::new(3, 3, 1.0, 1.0).unwrap();
let node = mesh.get_node(0, 0, 0).unwrap();
assert_eq!(node.position(), Vector3::new(0.0, 0.0, 0.0));
let node = mesh.get_node(2, 2, 0).unwrap();
assert_eq!(node.position(), Vector3::new(1.0, 1.0, 0.0));
}
#[test]
fn test_cell_access() {
let mesh = StructuredMesh::new(3, 3, 1.0, 1.0).unwrap();
let cell = mesh.get_cell(0, 0, 0).unwrap();
assert_eq!(cell.vertex_count(), 4);
assert!((cell.volume() - 0.25).abs() < 1e-10);
}
#[test]
fn test_mesh_bounds() {
let mesh = StructuredMesh::new(4, 5, 2.0, 3.0).unwrap();
let bounds = mesh.bounds();
assert_eq!(bounds.min, Vector3::new(0.0, 0.0, 0.0));
assert_eq!(bounds.max, Vector3::new(2.0, 3.0, 0.0));
}
#[test]
fn test_mesh_refinement() {
let mut mesh = StructuredMesh::new(3, 3, 1.0, 1.0).unwrap();
let original_cells = mesh.cell_count();
mesh.refine().unwrap();
assert_eq!(mesh.cell_count(), original_cells * 4);
}
}