SummationByParts/sbp/tests/convergence.rs

84 lines
2.1 KiB
Rust

#![cfg(feature = "expensive_tests")]
use ndarray::prelude::*;
use sbp::euler::*;
use sbp::Float;
fn run_with_size(size: usize, op: impl sbp::operators::UpwindOperator2d + Copy) -> Float {
let nx = size;
let ny = size;
let x = Array1::linspace(-5.0, 5.0, nx);
let y = Array1::linspace(-5.0, 5.0, ny);
let x = x.broadcast((ny, nx)).unwrap().to_owned();
let y = y
.reversed_axes()
.broadcast((nx, ny))
.unwrap()
.reversed_axes()
.to_owned();
let vortex_params = VortexParameters {
vortices: {
let mut v = ArrayVec::new();
v.push(Vortice {
x0: -1.0,
y0: 0.0,
rstar: 0.5,
eps: 1.0,
});
v
},
mach: 0.5,
};
let mut sys = System::new(x, y, op);
sys.vortex(0.0, vortex_params.clone());
let time = 0.2;
let dt = 0.2 * Float::min(1.0 / (nx - 1) as Float, 1.0 / (ny - 1) as Float);
let nsteps = (time / dt) as usize;
for _ in 0..nsteps {
sys.advance_upwind(dt);
}
let mut verifield = Field::new(ny, nx);
verifield.vortex(sys.x(), sys.y(), nsteps as Float * dt, &vortex_params);
verifield.h2_err(sys.field(), &op)
}
fn convergence(op: impl sbp::operators::UpwindOperator2d + Copy) {
let sizes = [25, 35, 50, 71, 100, 150, 200];
let mut prev: Option<(usize, Float)> = None;
println!("Size\tError(h2)\tq");
for size in &sizes {
print!("{:3}x{:3}", size, size);
let e = run_with_size(*size, op);
print!("\t{:.10}", e);
if let Some(prev) = prev.take() {
let m0 = size * size;
let e0 = e;
let (size1, e1) = prev;
let m1 = size1 * size1;
let q =
Float::log10(e0 / e1) / Float::log10((m0 as Float / m1 as Float).powf(1.0 / 2.0));
print!("\t{}", q);
}
println!();
prev = Some((*size, e));
}
}
#[test]
fn convergence_upwind4() {
convergence(sbp::operators::Upwind4);
}
#[test]
fn convergence_upwind9() {
convergence(sbp::operators::Upwind9);
}