Lattice Boltzmann flow on the CPU: model, solver, engine (M12) (#36)

Model: Newtonian fluid materials; fluid domains (box, spacing, conditions on
the box faces, obstacle bodies with conditions on their named faces, initial
velocity, body acceleration); fluid steps with caps. Deck writers refuse
fluid steps; a fluid-only model needs no mesh in model.check; one step
selector (Model::select_step) for every solver.

New L2 crate modelcraft-lbm: D3Q19 two-relaxation-time collision with Guo
forcing; halfway bounce-back walls (moving walls after Ladd), slip faces,
periodic pairs; Zou–He velocity and pressure faces with the D3Q19
transverse correction; obstacles voxelised from the face-tagged boundary
surface with exact predicates and symbolic perturbation; momentum-exchange
forces per box face and per B-rep face; unit conversion, automatic time step
and Mach/tau limits; bounded runs with frames and force histories.

Engine: model.fluid_domain.create/edit/delete, model.fluid_domain.boundary,
solve.fluid (obstacles from the open design or imported surfaces, lowerable
caps), solve.probe for fluid fields and wall force histories. Fluid Domain,
Inlet & Outlet and Lattice Boltzmann toolbar entries are ready.

Verification (analytic): plane Poiseuille exact with Λ = 3/16 and second
order (2.000) with Λ = 1/4; Couette exact with the wall shear; Taylor–Green
decay second order (2.01, 2.00); staircase pipe; Stokes drag of a sphere
array within 1.7% of Hasimoto at R = 6; Zou–He channel; mass conserved to
round-off; bit-for-bit reproducibility. Benchmark: Schäfer–Turek 2D-1.


Claude-Session: https://claude.ai/code/session_01NmAttHhUZTokgPeEJia8sm

Co-authored-by: jyviko <2501648+jyviko@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>

crates/decks/tests/abaqus.rs

@@ -15,7 +15,7 @@ use modelcraft_model::{
 // Models
 
 fn steel() -> Material {
-    Material { elastic: Some(Elastic::Isotropic { young: 210_000.0, poisson: 0.3 }), density: Some(7.85e-9) }
+    Material { elastic: Some(Elastic::Isotropic { young: 210_000.0, poisson: 0.3 }), density: Some(7.85e-9), fluid: None }
 }
 
 fn faces(list: &[(u32, u8)]) -> Set {
@@ -91,7 +91,7 @@ fn plate() -> Model {
     m.add_set("top", faces(&[(1, 1), (2, 1), (3, 1), (4, 1)])).unwrap();
     m.add_set("edge", Set { nodes: vec![1, 4, 7], ..Set::default() }).unwrap();
     m.add_set("mid", Set { nodes: vec![2, 5, 8], ..Set::default() }).unwrap();
-    let aluminium = Material { elastic: Some(Elastic::Isotropic { young: 70_000.0, poisson: 0.33 }), density: Some(2.7e-9) };
+    let aluminium = Material { elastic: Some(Elastic::Isotropic { young: 70_000.0, poisson: 0.33 }), density: Some(2.7e-9), fluid: None };
     m.add_material("Aluminium", aluminium).unwrap();
     let kind = SectionKind::Shell { thickness: 2.0, offset: 0.5, points: 5 };
     let formulation = Formulation { integration: Integration::Reduced, ..Formulation::default() };
@@ -523,7 +523,8 @@ fn largest_labels_longest_numbers_and_names_fit_a_line() {
     m.set_element(modelcraft_model::MAX_LABEL, ElementKind::Hex20, (0..20).map(|i| base + i).collect()).unwrap();
     let long = format!("A{}", "x".repeat(modelcraft_model::MAX_NAME_LEN - 1));
     m.add_set(&long, Set { elements: vec![modelcraft_model::MAX_LABEL], nodes: (0..20).map(|i| base + i).collect(), ..Set::default() }).unwrap();
-    m.add_material(&long, Material { elastic: Some(Elastic::Isotropic { young: ugly.abs(), poisson: 0.3 }), density: Some(1.0) }).unwrap();
+    m.add_material(&long, Material { elastic: Some(Elastic::Isotropic { young: ugly.abs(), poisson: 0.3 }), density: Some(1.0), fluid: None })
+        .unwrap();
     m.add_section(&long, Section { set: long.clone(), material: long.clone(), kind: SectionKind::Solid {}, formulation: Formulation::default() })
         .unwrap();
     m.add_reference_point(&long, ReferencePoint { xyz: [ugly; 3], label: 0 }).unwrap();
@@ -639,7 +640,7 @@ fn what_abaqus_cannot_express_is_named() {
 
     let mut ortho = plate();
     let carbon = Elastic::EngineeringConstants { young: [140e3, 10e3, 10e3], poisson: [0.3, 0.3, 0.4], shear: [5e3, 5e3, 3.8e3] };
-    ortho.replace_material("Aluminium", Material { elastic: Some(carbon), density: Some(1.6e-9) }).unwrap();
+    ortho.replace_material("Aluminium", Material { elastic: Some(carbon), density: Some(1.6e-9), fluid: None }).unwrap();
     assert!(unsupported(&ortho).contains("orthotropic material `Aluminium` in a shell section"));
 
     let mut loose = frequency();
@@ -657,7 +658,7 @@ fn what_abaqus_cannot_express_is_named() {
 fn orthotropic_solids_beams_and_rods_are_written() {
     let mut m = cantilever();
     let carbon = Elastic::EngineeringConstants { young: [140e3, 10e3, 10e3], poisson: [0.3, 0.3, 0.4], shear: [5e3, 5e3, 3.8e3] };
-    m.replace_material("Steel", Material { elastic: Some(carbon), density: None }).unwrap();
+    m.replace_material("Steel", Material { elastic: Some(carbon), density: None, fluid: None }).unwrap();
     let deck = abaqus::write(&m).unwrap();
     assert!(deck.contains("*ELASTIC, TYPE=ENGINEERING CONSTANTS\n140000.0, 10000.0, 10000.0, 0.3, 0.3, 0.4, 5000.0, 5000.0\n3800.0\n"), "{deck}");
 

crates/decks/tests/lsdyna.rs

@@ -13,7 +13,7 @@ use modelcraft_model::*;
 // Our own models.
 
 fn steel() -> Material {
-    Material { elastic: Some(Elastic::Isotropic { young: 210000.0, poisson: 0.3 }), density: Some(7.85e-9) }
+    Material { elastic: Some(Elastic::Isotropic { young: 210000.0, poisson: 0.3 }), density: Some(7.85e-9), fluid: None }
 }
 
 fn step(name: &str, procedure: Procedure, bcs: &[&str], loads: &[&str]) -> Step {
@@ -72,7 +72,7 @@ fn cantilever_modes() -> Model {
     let mut m = Model::default();
     cantilever_mesh(&mut m);
     let ortho = Elastic::EngineeringConstants { young: [140000.0, 10000.0, 10000.0], poisson: [0.3, 0.3, 0.45], shear: [5000.0, 5000.0, 3500.0] };
-    m.add_material("Ply", Material { elastic: Some(ortho), density: Some(1.6e-9) }).unwrap();
+    m.add_material("Ply", Material { elastic: Some(ortho), density: Some(1.6e-9), fluid: None }).unwrap();
     let f = Formulation { incompatible_modes: true, ..Formulation::default() };
     m.add_section("beam", Section { set: "all".into(), material: "Ply".into(), kind: SectionKind::Solid {}, formulation: f }).unwrap();
     m.add_reference_point("RP", ReferencePoint { xyz: [5.0, 0.5, 0.5], label: 0 }).unwrap();
@@ -155,7 +155,8 @@ fn solids() -> Model {
     let h: Vec<u32> = h.iter().map(|p| node(&mut m, *p)).collect();
     m.set_element(4, ElementKind::Hex20, h).unwrap();
 
-    m.add_material("Aluminium", Material { elastic: Some(Elastic::Isotropic { young: 70e9, poisson: 0.33 }), density: Some(2700.0) }).unwrap();
+    m.add_material("Aluminium", Material { elastic: Some(Elastic::Isotropic { young: 70e9, poisson: 0.33 }), density: Some(2700.0), fluid: None })
+        .unwrap();
     for (e, name) in [(1, "tet4"), (2, "tet10"), (3, "wedge"), (4, "hex20")] {
         m.add_set(name, Set { elements: vec![e], ..Set::default() }).unwrap();
         let f = Formulation { hybrid: e == 1, ..Formulation::default() };
@@ -657,7 +658,7 @@ fn hostile_numbers_stay_within_their_fields() {
     m.set_node(2, [f64::MIN_POSITIVE, -f64::MIN_POSITIVE, 5e-324]).unwrap();
     m.replace_material(
         "Steel",
-        Material { elastic: Some(Elastic::Isotropic { young: 1e300, poisson: 0.499_999_999_999_999_9 }), density: Some(1e-300) },
+        Material { elastic: Some(Elastic::Isotropic { young: 1e300, poisson: 0.499_999_999_999_999_9 }), density: Some(1e-300), fluid: None },
     )
     .unwrap();
     m.replace_load(

crates/decks/tests/nastran.rs

@@ -131,7 +131,7 @@ impl Read {
 // Our own models.
 
 fn steel() -> Material {
-    Material { elastic: Some(Elastic::Isotropic { young: 210_000.0, poisson: 0.3 }), density: Some(7.85e-9) }
+    Material { elastic: Some(Elastic::Isotropic { young: 210_000.0, poisson: 0.3 }), density: Some(7.85e-9), fluid: None }
 }
 
 /// A bar of `n` unit hex8 along X; node (i, y, z) = 1 + 4i + 2y + z.
@@ -188,7 +188,11 @@ fn plate() -> Model {
     m.add_set("all", Set { elements: vec![1, 2, 3, 4], ..Set::default() }).unwrap();
     m.add_set("edge", Set { nodes: vec![1, 4, 7], ..Set::default() }).unwrap();
     m.add_set("top", Set { faces: (1..=4).map(|element| ElementFace { element, face: 1 }).collect(), ..Set::default() }).unwrap();
-    m.add_material("Aluminium", Material { elastic: Some(Elastic::Isotropic { young: 70_000.0, poisson: 0.33 }), density: Some(2.7e-9) }).unwrap();
+    m.add_material(
+        "Aluminium",
+        Material { elastic: Some(Elastic::Isotropic { young: 70_000.0, poisson: 0.33 }), density: Some(2.7e-9), fluid: None },
+    )
+    .unwrap();
     let shell = SectionKind::Shell { thickness: 2.0, offset: 0.0, points: 5 };
     m.add_section("skin", Section { set: "all".into(), material: "Aluminium".into(), kind: shell, formulation: Formulation::default() }).unwrap();
     m.add_boundary_condition("clamp", BoundaryCondition::Fixed { target: Target::Set("edge".into()) }).unwrap();
@@ -517,6 +521,7 @@ fn beams_rods_orthotropy_couplings_and_prescribed_motion() {
     let ortho = Material {
         elastic: Some(Elastic::EngineeringConstants { young: [140e3, 10e3, 12e3], poisson: [0.3, 0.28, 0.4], shear: [5e3, 4.5e3, 3.8e3] }),
         density: Some(1.6e-9),
+        fluid: None,
     };
     m.add_material("Carbon", ortho.clone()).unwrap();
     m.replace_section(
@@ -671,7 +676,7 @@ fn what_nastran_cannot_express_is_named() {
     // Orthotropic beams, tilted orthotropic shells, one-point shells.
     let mut m = plate();
     let ortho = Elastic::EngineeringConstants { young: [140e3, 10e3, 10e3], poisson: [0.3, 0.3, 0.4], shear: [5e3, 5e3, 3.8e3] };
-    m.replace_material("Aluminium", Material { elastic: Some(ortho), density: Some(1.6e-9) }).unwrap();
+    m.replace_material("Aluminium", Material { elastic: Some(ortho), density: Some(1.6e-9), fluid: None }).unwrap();
     m.set_node(9, [10.0, 10.0, 0.5]).unwrap();
     assert!(unsupported(&m).contains("planes of constant Z"));
     m.set_node(9, [10.0, 10.0, 0.0]).unwrap();
@@ -690,7 +695,7 @@ fn what_nastran_cannot_express_is_named() {
     let mut m = plate();
     m.set_element(9, ElementKind::Rod2, vec![1, 9]).unwrap();
     m.add_set("bars", Set { elements: vec![9], ..Set::default() }).unwrap();
-    m.add_material("Fibre", Material { elastic: Some(ortho), density: Some(1.6e-9) }).unwrap();
+    m.add_material("Fibre", Material { elastic: Some(ortho), density: Some(1.6e-9), fluid: None }).unwrap();
     m.add_section(
         "bars",
         Section { set: "bars".into(), material: "Fibre".into(), kind: SectionKind::Rod { area: 1.0 }, formulation: Formulation::default() },