forked from 1b-agent/fieldcraft-upstream
explicit: hyperelastic materials on the shared finite-strain material point
Neo-Hookean, Mooney–Rivlin and Yeoh materials in explicit dynamics, in total form from the deformation gradient (objective by construction): the one-point hex8 takes its mean F over the undeformed element and the stress τ/J; tet4 takes the isochoric stress of its own F with the average nodal pressure of the decoupled volumetric energy (Bonet–Burton at finite strain). Each element's frequency bound follows the tangent's largest normal stiffness. Small-displacement steps and thermal strain of hyperelastic elements are refused by name. Verified by uniaxial strain to λ = 1.5 of all three laws on hex8 and tet4 against the material point (to rounding), and the oracle case explicit-neo-hookean-implicit: a quasi-static explicit pull against the implicit nonlinear solver (lateral contraction to 0.09%, stress to 0.03%). Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01UhhZMBTviDQxZvwnyP89fo
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@@ -54,6 +54,7 @@
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//! reaches its material's erosion plastic strain is removed: it carries no stress from then on,
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//! its nodes keep their mass and momentum, and its internal energy at that moment is reported.
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use fieldcraft_fem::constitutive::MaterialModel;
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use fieldcraft_fem::material::stress;
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use fieldcraft_fem::plasticity::{Increment, PointState};
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use fieldcraft_fem::rotation::{self, IDENTITY, Mat3, Polar};
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@@ -76,6 +77,10 @@ pub struct Workspace {
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/// volume.
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theta: Vec<f64>,
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tet_volume: Vec<f64>,
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/// Per node, for hyperelastic tetrahedra: the current and the rest volume of its
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/// tetrahedra, then their ratio.
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tet_ratio: Vec<f64>,
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tet_rest: Vec<f64>,
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/// Per tetrahedron (in [`System::tets`] order): its increment between the two passes.
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tet_increment: Vec<Option<TetIncrement>>,
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}
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@@ -84,6 +89,7 @@ impl Workspace {
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pub fn new(sys: &System) -> Workspace {
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let n = sys.labels.len();
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let dofs = sys.dofs();
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let hyper_tets = sys.tets.iter().any(|t| sys.materials.get(t.material).is_some_and(|m| m.hyperelastic.is_some()));
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Workspace {
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stress_force: vec![0.0; dofs],
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hourglass_force: vec![0.0; dofs],
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@@ -91,6 +97,8 @@ impl Workspace {
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contact_force: if sys.contacts.is_empty() { Vec::new() } else { vec![0.0; dofs] },
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theta: vec![0.0; n],
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tet_volume: vec![0.0; n],
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tet_ratio: if hyper_tets { vec![1.0; n] } else { Vec::new() },
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tet_rest: if hyper_tets { vec![0.0; n] } else { Vec::new() },
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tet_increment: vec![None; sys.tets.len()],
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}
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}
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@@ -314,6 +322,52 @@ fn update(mat: &Material, es: &mut ElementState, q: &Mat3, d: &[f64; 6], vol: f6
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}
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}
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/// The hyperelastic update of an element at deformation gradient `f` (the hexahedron's mean,
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/// or the tetrahedron's with its averaged volume ratio): the material point's Kirchhoff stress τ
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/// gives the stress of the nodal forces τ/`j` (`j` the element's own volume ratio, so the forces
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/// are ∫ τ ∇ₓN dV₀), the logarithmic strain is kept for output, and the stress work over the
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/// increment `d` (on the midpoint volume `volume`) is added to the element's energy. Returns the
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/// ratio of the tangent's largest normal stiffness (with the stress) to the material's
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/// small-strain one, at least 1, which scales the element's frequency bound.
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#[allow(clippy::too_many_arguments)]
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fn hyperelastic(
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model: &MaterialModel,
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mat: &Material,
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es: &mut ElementState,
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f: &Mat3,
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j: f64,
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pressure: Option<f64>,
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d: &[f64; 6],
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volume: f64,
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) -> Result<f64> {
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let unstable = |e: fieldcraft_fem::Error| Error::Unstable(e.to_string());
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if !(j > 0.0 && j.is_finite()) {
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return Err(Error::Unstable(format!("the material is inverted (volume ratio {j:.3e})")));
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}
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let r = model.response(f, None, &[], &mut []).map_err(unstable)?;
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let before = es.point.stress;
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es.point.stress = match pressure {
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// The isochoric part of the element's own F with the averaged pressure.
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Some(p) => {
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let iso = model.isochoric(f, None, &[], &mut []).map_err(unstable)?;
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let mut s = iso.stress.map(|t| t / j);
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for v in s.iter_mut().take(3) {
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*v += p;
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}
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s
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}
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None => r.stress.map(|t| t / j),
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};
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let work: f64 = (0..6).map(|k| 0.5 * (before[k] + es.point.stress[k]) * d[k]).sum();
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es.energy += work * volume;
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if let Some(e) = fieldcraft_fem::constitutive::logarithmic_strain(f) {
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es.strain = e;
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}
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let normal = (0..3).map(|k| r.tangent[k][k]).fold(0.0, f64::max) / j;
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let stress = es.point.stress.iter().fold(0.0f64, |m, s| m.max(s.abs()));
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Ok(((normal + stress) / mat.stiffest).max(1.0))
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}
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/// The mechanical part of a strain increment: less the thermal strain increment `thermal` in
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/// every normal direction (isotropic expansion, the same in any frame).
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fn mechanical(mut d: [f64; 6], thermal: f64) -> [f64; 6] {
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@@ -493,7 +547,20 @@ fn hexahedron(sys: &System, h: &crate::system::Hex, m: &Motion, es: &mut Element
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let (d, _) = rotation::split(&g);
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let d = mechanical(d, h.thermal_rate * m.dt);
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let (rho, c) = current(mat, h.kinematics.volume, now.volume);
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update(mat, es, &q, &d, d[0] + d[1] + d[2], m.dt, rho, mid.volume);
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let stiffer = match &mat.hyperelastic {
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Some(model) => {
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let mut f = h.kinematics.gradient(&e.u);
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for k in 0..3 {
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f[k][k] += 1.0;
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}
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let j = fieldcraft_fem::dense::det3(&f);
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hyperelastic(model, mat, es, &f, j, None, &d, mid.volume).map_err(|_| inverted(h.label, m.time))?
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}
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None => {
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update(mat, es, &q, &d, d[0] + d[1] + d[2], m.dt, rho, mid.volume);
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1.0
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}
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};
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if let Some(failure) = es.failed {
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return Ok(Outcome::Eroded(failure));
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}
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@@ -526,7 +593,7 @@ fn hexahedron(sys: &System, h: &crate::system::Hex, m: &Motion, es: &mut Element
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}
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}
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}
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let element = Element { now: &now, mid: &mid, density: rho, wave_speed: c, length: 2.0 * c / scales.omega2.sqrt() };
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let element = Element { now: &now, mid: &mid, density: rho, wave_speed: c, length: 2.0 * c / (stiffer * scales.omega2).sqrt() };
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let mut forces = element.finish(&es.point.stress, &e.v, m.bulk);
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forces.hourglass = Some(f);
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Ok(Outcome::Forces(forces))
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@@ -554,6 +621,7 @@ fn tetrahedron(
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t: &crate::system::Tet,
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inc: Option<TetIncrement>,
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theta: &[f64],
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ratio: &[f64],
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m: &Motion,
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es: &mut ElementState,
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) -> Result<Outcome<4>> {
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@@ -564,11 +632,34 @@ fn tetrahedron(
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let thermal = t.thermal_rate * m.dt;
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let d = mechanical(d, thermal);
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let (rho, c) = current(mat, t.kinematics.volume, inc.now.volume);
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update(mat, es, &q, &d, averaged - 3.0 * thermal, m.dt, rho, inc.mid.volume);
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let stiffer = match &mat.hyperelastic {
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// The average nodal pressure of a decoupled material (Bonet & Burton 1998, at finite
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// strain): each node's pressure U′(J_a) from its tetrahedra's volume ratio, the element's
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// the mean of its nodes', with the isochoric stress of its own F.
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Some(model) => {
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let u = gather(m.u, &t.nodes);
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let mut f = t.kinematics.gradient(&u);
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for k in 0..3 {
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f[k][k] += 1.0;
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}
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let j = fieldcraft_fem::dense::det3(&f);
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let pressure = if model.is_decoupled() {
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let p: Option<f64> = t.nodes.iter().map(|n| model.volumetric(ratio.get(*n).copied().unwrap_or(1.0), false).map(|(p, _)| p)).sum();
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p.map(|p| p / 4.0)
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} else {
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None
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};
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hyperelastic(model, mat, es, &f, j, pressure, &d, inc.mid.volume).map_err(|_| inverted(t.label, m.time))?
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}
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None => {
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update(mat, es, &q, &d, averaged - 3.0 * thermal, m.dt, rho, inc.mid.volume);
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1.0
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}
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};
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if let Some(failure) = es.failed {
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return Ok(Outcome::Eroded(failure));
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}
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let omega2 = if sys.nonlinear { frequency_bound(&inc.now, inc.now.gradient_norm(), mat.modulus, &t.mass) } else { t.omega2 };
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let omega2 = stiffer * if sys.nonlinear { frequency_bound(&inc.now, inc.now.gradient_norm(), mat.modulus, &t.mass) } else { t.omega2 };
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let element = Element { now: &inc.now, mid: &inc.mid, density: rho, wave_speed: c, length: 2.0 * c / omega2.sqrt() };
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Ok(Outcome::Forces(element.finish(&es.point.stress, &inc.v, m.bulk)))
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}
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@@ -632,16 +723,32 @@ pub fn internal_forces(sys: &System, m: &Motion, state: &mut State, ws: &mut Wor
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*x /= w;
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}
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}
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if !ws.tet_ratio.is_empty() {
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ws.tet_ratio.fill(0.0);
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ws.tet_rest.fill(0.0);
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for (t, inc) in tets.iter().zip(&ws.tet_increment) {
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let Some(inc) = inc else { continue };
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for node in t.nodes {
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if let (Some(x), Some(w)) = (ws.tet_ratio.get_mut(node), ws.tet_rest.get_mut(node)) {
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*x += inc.now.volume;
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*w += t.kinematics.volume;
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}
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}
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}
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for (x, w) in ws.tet_ratio.iter_mut().zip(&ws.tet_rest) {
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*x = if *w > 0.0 { *x / w } else { 1.0 };
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}
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}
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// Pass 2: each tetrahedron's update.
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let State { elements, eroded } = state;
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let (theta, increments) = (&ws.theta, &ws.tet_increment);
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let (theta, ratio, increments) = (&ws.theta, &ws.tet_ratio, &ws.tet_increment);
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let mut forces: Vec<(usize, Forces<4>)> = Vec::new();
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run(
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elements,
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tets.len(),
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|k| tets.get(k).map_or(usize::MAX, |t| t.index),
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|k, es| match tets.get(k) {
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Some(t) => tetrahedron(sys, t, increments.get(k).copied().flatten(), theta, m, es),
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Some(t) => tetrahedron(sys, t, increments.get(k).copied().flatten(), theta, ratio, m, es),
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None => Ok(Outcome::Skipped),
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},
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|k, outcome| {
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@@ -3,6 +3,7 @@
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//! ([`crate::discrete`]), prescribed velocities, rigid walls, initial velocities and the load
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//! vector of an explicit dynamic step.
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use fieldcraft_fem::constitutive::MaterialModel;
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use fieldcraft_fem::material::Elasticity;
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use fieldcraft_fem::plasticity::J2;
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use fieldcraft_fem::uniform::{Hex8, Tet4, modulus_bound};
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@@ -38,6 +39,9 @@ pub struct Material {
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/// The hypoelastic(–plastic) update of an isotropic material; `None` for orthotropic
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/// elasticity, updated with [`Material::elasticity`].
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pub j2: Option<J2>,
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/// The finite-strain material point of a hyperelastic material (its stress from the
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/// deformation gradient; `None` for the rate-form materials).
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pub hyperelastic: Option<MaterialModel>,
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/// The equivalent plastic strain at which elements erode.
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pub erosion: Option<f64>,
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/// The (isotropic) expansion coefficient and reference temperature, when the material
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@@ -143,9 +147,6 @@ fn invalid(m: impl Into<String>) -> Error {
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fn material(model: &Model, name: &str) -> Result<Material> {
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let m = model.material(name).ok_or_else(|| invalid(format!("material `{name}` is missing")))?;
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let elastic = m.elastic.as_ref().ok_or_else(|| invalid(format!("material `{name}` has no elastic constants")))?;
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if let Some(h) = m.hyperelastic {
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return Err(Error::NotSupported(format!("{} hyperelastic material `{name}` in explicit dynamics", h.name())));
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}
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let density = m
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.density
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.filter(|d| *d > 0.0 && d.is_finite())
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@@ -174,6 +175,12 @@ fn material(model: &Model, name: &str) -> Result<Material> {
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stiffest,
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j2,
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erosion: m.erosion.map(|e| e.plastic_strain),
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hyperelastic: m
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.hyperelastic
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.as_ref()
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.map(|h| MaterialModel::from_model(elastic, Some(h)))
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.transpose()
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.map_err(|e| invalid(format!("material `{name}`: {e}")))?,
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})
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}
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@@ -368,9 +375,33 @@ impl System {
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sys.load(model, resolved, step)?;
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sys.temperatures(model, resolved, step, settings.end_time)?;
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sys.conditions(resolved, settings)?;
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sys.check_hyperelastic()?;
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Ok(sys)
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}
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/// Refuse what hyperelastic elements cannot take yet: small-displacement steps (the
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/// material is a finite-strain law) and thermal strain.
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fn check_hyperelastic(&self) -> Result<()> {
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let solids =
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self.hexes.iter().map(|h| (h.label, h.material, h.thermal_rate)).chain(self.tets.iter().map(|t| (t.label, t.material, t.thermal_rate)));
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for (label, material, thermal) in solids {
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let Some(m) = self.materials.get(material).filter(|m| m.hyperelastic.is_some()) else { continue };
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if !self.nonlinear {
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return Err(Error::NotSupported(format!(
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"hyperelastic material `{}` (element {label}) without nonlinear geometry; hyperelastic laws are finite-strain, set the step's nonlinear_geometry to true",
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m.name
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)));
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}
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if thermal != 0.0 {
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return Err(Error::NotSupported(format!(
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"thermal strain in hyperelastic material `{}` (element {label}) in explicit dynamics",
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m.name
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)));
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}
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}
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Ok(())
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}
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/// Add an element's row-sum lumped masses.
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fn lump(&mut self, nodes: &[usize], mass: &[f64]) {
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for (node, v) in nodes.iter().zip(mass) {
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@@ -0,0 +1,148 @@
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//! Hyperelastic materials in explicit dynamics: the stress of the shared finite-strain material
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//! point (neo-Hookean, Mooney–Rivlin, Yeoh) from the deformation gradient, on one-point hex8 and
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//! F-bar tet4, against the closed form of uniaxial strain reached quasi-statically, and the
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//! refusals.
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//!
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//! In uniaxial strain F = diag(λ, 1, 1): the hyperelastic Cauchy stress is the material point's
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//! Kirchhoff stress over J = λ (fieldcraft_fem::constitutive, whose laws are checked there
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//! against their strain energies), so the explicit elements must reproduce it once the motion has
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//! settled; the wave dynamics of a slow pull leave a fraction of a percent.
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use fieldcraft_explicit::{ExplicitResult, Limits, solve_explicit};
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use fieldcraft_fem::constitutive::MaterialModel;
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use fieldcraft_model::*;
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const N: usize = 2;
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/// A unit cube of N³ hex8 (or six tet4 per cell), held on its faces x = 0, y = 0, y = 1, z = 0,
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/// z = 1 in their normal directions and pulled on x = 1 to a stretch λ over `end`.
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fn block(tet: bool, hyper: Hyperelastic, stretch: f64, end: f64, nonlinear: bool) -> Model {
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let mut m = Model::default();
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let h = 1.0 / N as f64;
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let label = |i: usize, j: usize, k: usize| (1 + i + (N + 1) * (j + (N + 1) * k)) as u32;
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for k in 0..=N {
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for j in 0..=N {
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for i in 0..=N {
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m.set_node(label(i, j, k), [i as f64 * h, j as f64 * h, k as f64 * h]).unwrap();
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}
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}
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}
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let corners = [[0, 0, 0], [1, 0, 0], [1, 1, 0], [0, 1, 0], [0, 0, 1], [1, 0, 1], [1, 1, 1], [0, 1, 1]];
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let mut next = 1;
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for k in 0..N {
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for j in 0..N {
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for i in 0..N {
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let at = |c: [usize; 3]| label(i + c[0], j + c[1], k + c[2]);
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if !tet {
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m.set_element(next, ElementKind::Hex8, corners.iter().map(|c| at(*c)).collect()).unwrap();
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next += 1;
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continue;
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}
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for perm in [[0, 1, 2], [0, 2, 1], [1, 0, 2], [1, 2, 0], [2, 0, 1], [2, 1, 0]] {
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let mut v = [[0usize; 3]; 4];
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for s in 0..3 {
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v[s + 1] = v[s];
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v[s + 1][perm[s]] = 1;
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}
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let e = |a: usize| [0, 1, 2].map(|d| v[a][d] as f64 - v[0][d] as f64);
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let (a, b, c) = (e(1), e(2), e(3));
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let vol = 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]);
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if vol < 0.0 {
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v.swap(1, 2);
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}
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m.set_element(next, ElementKind::Tet4, v.iter().map(|c| at(*c)).collect()).unwrap();
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next += 1;
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}
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}
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}
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}
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let all: Vec<u32> = m.elements().keys().copied().collect();
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m.add_set("all", Set { elements: all, ..Set::default() }).unwrap();
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let nodes = |f: &dyn Fn([f64; 3]) -> bool| -> Vec<u32> { m.nodes().iter().filter(|(_, n)| f(n.xyz)).map(|(l, _)| *l).collect() };
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let sets = [
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("x0", nodes(&|x| x[0] == 0.0)),
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("x1", nodes(&|x| x[0] == 1.0)),
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("y", nodes(&|x| x[1] == 0.0 || x[1] == 1.0)),
|
||||
("z", nodes(&|x| x[2] == 0.0 || x[2] == 1.0)),
|
||||
];
|
||||
for (name, list) in sets {
|
||||
m.add_set(name, Set { nodes: list, ..Set::default() }).unwrap();
|
||||
}
|
||||
let elastic = Elastic::Isotropic { young: 1.0, poisson: 0.45 };
|
||||
m.add_material("Rubber", Material { elastic: Some(elastic), density: Some(1.0), hyperelastic: Some(hyper), ..Material::default() }).unwrap();
|
||||
let integration = if tet { Integration::Full } else { Integration::Reduced };
|
||||
let formulation = Formulation { integration, ..Formulation::default() };
|
||||
m.add_section("all", Section { set: "all".into(), material: "Rubber".into(), kind: SectionKind::Solid {}, formulation }).unwrap();
|
||||
let held = |set: &str, k: usize, v: f64| {
|
||||
let mut values = [None; 6];
|
||||
values[k] = Some(v);
|
||||
BoundaryCondition::Displacement { target: Target::Set(set.into()), values }
|
||||
};
|
||||
let mut step = ExplicitDynamic::new(end);
|
||||
step.nonlinear_geometry = nonlinear;
|
||||
step.output_interval = Some(end / 2.0);
|
||||
let mut s = Step::new("Pull", Procedure::ExplicitDynamic(step));
|
||||
for (name, bc) in [("x0", held("x0", 0, 0.0)), ("x1", held("x1", 0, stretch - 1.0)), ("y", held("y", 1, 0.0)), ("z", held("z", 2, 0.0))] {
|
||||
m.add_boundary_condition(name, bc).unwrap();
|
||||
s.boundary_conditions.insert(name.into());
|
||||
}
|
||||
m.add_step(s, None).unwrap();
|
||||
m
|
||||
}
|
||||
|
||||
/// σ of uniaxial strain λ from the material point.
|
||||
fn closed_form(hyper: Hyperelastic, stretch: f64) -> [f64; 6] {
|
||||
let model = MaterialModel::from_model(&Elastic::Isotropic { young: 1.0, poisson: 0.45 }, Some(&hyper)).unwrap();
|
||||
let f = [[stretch, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, 0.0, 1.0]];
|
||||
model.response(&f, None, &[], &mut []).unwrap().stress.map(|t| t / stretch)
|
||||
}
|
||||
|
||||
fn mean_stress(r: &ExplicitResult) -> [f64; 6] {
|
||||
let f = r.frames.last().unwrap();
|
||||
let mut s = [0.0; 6];
|
||||
for e in &f.stress {
|
||||
for k in 0..6 {
|
||||
s[k] += e[k] / f.stress.len() as f64;
|
||||
}
|
||||
}
|
||||
s
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn hyperelastic_uniaxial_strain_matches_the_material_point() {
|
||||
let stretch = 1.5;
|
||||
// Dilatational wave speed √((κ + 4μ/3)/ρ) ≈ 2.0: a pull over 400 transits of the cube.
|
||||
let end = 200.0;
|
||||
let materials = [Hyperelastic::NeoHookean {}, Hyperelastic::MooneyRivlin { c01: 0.08 }, Hyperelastic::Yeoh { c20: -0.01, c30: 0.002 }];
|
||||
for hyper in materials {
|
||||
let reference = closed_form(hyper, stretch);
|
||||
for tet in [false, true] {
|
||||
let r = solve_explicit(&block(tet, hyper, stretch, end, true), None, &Limits::default()).unwrap();
|
||||
assert!(r.completed);
|
||||
let s = mean_stress(&r);
|
||||
let spread = r.frames.last().unwrap().stress.iter().map(|e| (e[0] - s[0]).abs()).fold(0.0, f64::max);
|
||||
eprintln!(
|
||||
"{} {}: σ_xx {:.5} vs {:.5}, σ_yy {:.5} vs {:.5}; spread {spread:.2e}; balance {:.2e}; {} increments",
|
||||
hyper.name(),
|
||||
if tet { "tet4" } else { "hex8" },
|
||||
s[0],
|
||||
reference[0],
|
||||
s[1],
|
||||
reference[1],
|
||||
r.energy.relative_error(r.initial_kinetic),
|
||||
r.increments
|
||||
);
|
||||
for k in 0..3 {
|
||||
assert!((s[k] - reference[k]).abs() < 0.01 * reference[0].abs(), "{} tet {tet}: {s:?} vs {reference:?}", hyper.name());
|
||||
}
|
||||
assert!(spread < 0.01 * reference[0].abs(), "uniform state: {spread}");
|
||||
assert!(r.energy.relative_error(r.initial_kinetic) < 0.01, "{:?}", r.energy);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn hyperelastic_materials_need_nonlinear_geometry() {
|
||||
let e = solve_explicit(&block(false, Hyperelastic::NeoHookean {}, 1.1, 1.0, false), None, &Limits::default()).unwrap_err().to_string();
|
||||
assert!(e.contains("nonlinear geometry") && e.contains("Rubber"), "{e}");
|
||||
}
|
||||
Reference in new issue
Block a user