use ndarray::{arr1, arr2, s, ArrayView1, ArrayView2, ArrayViewMut1, ArrayViewMut2}; pub(crate) fn diffx(prev: ArrayView2, mut fut: ArrayViewMut2) { for j in 0..prev.shape()[0] { upwind4(prev.slice(s!(j, ..)), fut.slice_mut(s!(j, ..))); } } pub(crate) fn diffx_periodic(prev: ArrayView2, mut fut: ArrayViewMut2) { for j in 0..prev.shape()[0] { upwind4_periodic(prev.slice(s!(j, ..)), fut.slice_mut(s!(j, ..))); } } pub(crate) fn diffy(prev: ArrayView2, mut fut: ArrayViewMut2) { for i in 0..prev.shape()[1] { upwind4(prev.slice(s!(.., i)), fut.slice_mut(s!(.., i))); } } pub(crate) fn diffy_periodic(prev: ArrayView2, mut fut: ArrayViewMut2) { for i in 0..prev.shape()[1] { upwind4_periodic(prev.slice(s!(.., i)), fut.slice_mut(s!(.., i))); } } pub(crate) fn dissx(prev: ArrayView2, mut fut: ArrayViewMut2) { for j in 0..prev.shape()[0] { upwind4_diss(prev.slice(s!(j, ..)), fut.slice_mut(s!(j, ..))); } } pub(crate) fn dissy(prev: ArrayView2, mut fut: ArrayViewMut2) { for i in 0..prev.shape()[1] { upwind4_diss(prev.slice(s!(.., i)), fut.slice_mut(s!(.., i))); } } fn trad4_periodic(prev: ArrayView1, mut fut: ArrayViewMut1) { assert_eq!(prev.shape(), fut.shape()); let nx = prev.shape()[0]; let dx = 1.0 / (nx - 1) as f32; let diag = [1.0 / 12.0, -2.0 / 3.0, 0.0, 2.0 / 3.0, -1.0 / 12.0]; let diff = diag[0] * prev[(nx - 2)] + diag[1] * prev[(nx - 1)] + diag[2] * prev[(0)] + diag[3] * prev[(1)] + diag[4] * prev[(2)]; fut[(0)] += diff / dx; let diff = diag[0] * prev[(nx - 1)] + diag[1] * prev[(0)] + diag[2] * prev[(1)] + diag[3] * prev[(2)] + diag[4] * prev[(3)]; fut[(1)] += diff / dx; for i in 2..nx - 2 { let diff = diag[0] * prev[(i - 2)] + diag[1] * prev[(i - 1)] + diag[2] * prev[(i)] + diag[3] * prev[(i + 1)] + diag[4] * prev[(i + 2)]; fut[(i)] += diff / dx; } let diff = diag[0] * prev[(nx - 4)] + diag[1] * prev[(nx - 3)] + diag[2] * prev[(nx - 2)] + diag[3] * prev[(nx - 1)] + diag[4] * prev[(0)]; fut[(nx - 2)] += diff / dx; let diff = diag[0] * prev[(nx - 3)] + diag[1] * prev[(nx - 2)] + diag[2] * prev[(nx - 1)] + diag[3] * prev[(0)] + diag[4] * prev[(1)]; fut[(nx - 1)] += diff / dx; } fn upwind4(prev: ArrayView1, mut fut: ArrayViewMut1) { assert_eq!(prev.shape(), fut.shape()); let nx = prev.shape()[0]; let dx = 1.0 / (nx - 1) as f32; let diag = arr1(&[ -1.0 / 24.0, 1.0 / 4.0, -7.0 / 8.0, 0.0, 7.0 / 8.0, -1.0 / 4.0, 1.0 / 24.0, ]); let block = arr2(&[ [ -72.0 / 49.0f32, 187.0 / 98.0, -20.0 / 49.0, -3.0 / 98.0, 0.0, 0.0, 0.0, ], [ -187.0 / 366.0, 0.0, 69.0 / 122.0, -16.0 / 183.0, 2.0 / 61.0, 0.0, 0.0, ], [ 20.0 / 123.0, -69.0 / 82.0, 0.0, 227.0 / 246.0, -12.0 / 41.0, 2.0 / 41.0, 0.0, ], [ 3.0 / 298.0, 16.0 / 149.0, -227.0 / 298.0, 0.0, 126.0 / 149.0, -36.0 / 149.0, 6.0 / 149.0, ], ]); let h_block = [49.0 / 144.0, 61.0 / 48.0, 41.0 / 48.0, 149.0 / 144.0]; let first_elems = prev.slice(s!(..7)); for i in 0..4 { let diff = first_elems.dot(&block.slice(s!(i, ..))); fut[i] += diff / dx * h_block[i]; } for i in 4..nx - 4 { let diff = diag.dot(&prev.slice(s!(i - 3..i + 3 + 1))); fut[(i)] += diff / dx; } let last_elems = prev.slice(s!(nx - 7..)); for i in 0..4 { let ii = nx - 4 + i; let block = block.slice(s!(3 - i, ..;-1)); let diff = last_elems.dot(&block); fut[ii] += diff / dx * h_block[3 - i]; } } fn upwind4_periodic(prev: ArrayView1, mut fut: ArrayViewMut1) { assert_eq!(prev.shape(), fut.shape()); let nx = prev.shape()[0]; let dx = 1.0 / (nx - 1) as f32; let diag = [ -1.0 / 24.0, 1.0 / 4.0, -7.0 / 8.0, 0.0, 7.0 / 8.0, -1.0 / 4.0, 1.0 / 24.0, ]; let diff = diag[0] * prev[(nx - 3)] + diag[1] * prev[(nx - 2)] + diag[2] * prev[(nx - 1)] + diag[3] * prev[(0)] + diag[4] * prev[(1)] + diag[5] * prev[(2)] + diag[6] * prev[(3)]; fut[0] += diff / dx; let diff = diag[0] * prev[(nx - 2)] + diag[1] * prev[(nx - 1)] + diag[2] * prev[(0)] + diag[3] * prev[(1)] + diag[4] * prev[(2)] + diag[5] * prev[(3)] + diag[6] * prev[(4)]; fut[1] += diff / dx; let diff = diag[0] * prev[(nx - 1)] + diag[1] * prev[(0)] + diag[2] * prev[(1)] + diag[3] * prev[(2)] + diag[4] * prev[(3)] + diag[5] * prev[(4)] + diag[6] * prev[(5)]; fut[2] += diff / dx; for i in 3..nx - 3 { let diff = diag[0] * prev[(i - 3)] + diag[1] * prev[(i - 2)] + diag[2] * prev[(i - 1)] + diag[3] * prev[(i)] + diag[4] * prev[(i + 1)] + diag[5] * prev[(i + 2)] + diag[6] * prev[(i + 3)]; fut[(i)] += diff / dx; } let diff = diag[0] * prev[(nx - 6)] + diag[1] * prev[(nx - 5)] + diag[2] * prev[(nx - 4)] + diag[3] * prev[(nx - 3)] + diag[4] * prev[(nx - 2)] + diag[5] * prev[(nx - 1)] + diag[6] * prev[(0)]; fut[(nx - 3)] += diff / dx; let diff = diag[0] * prev[(nx - 5)] + diag[1] * prev[(nx - 4)] + diag[2] * prev[(nx - 3)] + diag[3] * prev[(nx - 2)] + diag[4] * prev[(nx - 1)] + diag[5] * prev[(0)] + diag[6] * prev[(1)]; fut[(nx - 2)] += diff / dx; let diff = diag[0] * prev[(nx - 4)] + diag[1] * prev[(nx - 3)] + diag[2] * prev[(nx - 2)] + diag[3] * prev[(nx - 1)] + diag[4] * prev[(0)] + diag[5] * prev[(1)] + diag[6] * prev[(2)]; fut[(nx - 1)] += diff / dx; } fn upwind4_diss(prev: ArrayView1, mut fut: ArrayViewMut1) { assert_eq!(prev.shape(), fut.shape()); let nx = prev.shape()[0]; let dx = 1.0 / (nx - 1) as f32; let diag = [ 1.0 / 24.0, -1.0 / 4.0, 5.0 / 8.0, -5.0 / 6.0, 5.0 / 8.0, -1.0 / 4.0, 1.0 / 24.0, ]; let diff = diag[0] * prev[(nx - 3)] + diag[1] * prev[(nx - 2)] + diag[2] * prev[(nx - 1)] + diag[3] * prev[(0)] + diag[4] * prev[(1)] + diag[5] * prev[(2)] + diag[6] * prev[(3)]; fut[0] += diff / dx; let diff = diag[0] * prev[(nx - 2)] + diag[1] * prev[(nx - 1)] + diag[2] * prev[(0)] + diag[3] * prev[(1)] + diag[4] * prev[(2)] + diag[5] * prev[(3)] + diag[6] * prev[(4)]; fut[1] += diff / dx; let diff = diag[0] * prev[(nx - 1)] + diag[1] * prev[(0)] + diag[2] * prev[(1)] + diag[3] * prev[(2)] + diag[4] * prev[(3)] + diag[5] * prev[(4)] + diag[6] * prev[(5)]; fut[2] += diff / dx; for i in 3..nx - 3 { let diff = diag[0] * prev[(i - 3)] + diag[1] * prev[(i - 2)] + diag[2] * prev[(i - 1)] + diag[3] * prev[(i)] + diag[4] * prev[(i + 1)] + diag[5] * prev[(i + 2)] + diag[6] * prev[(i + 3)]; fut[(i)] += diff / dx; } let diff = diag[0] * prev[(nx - 6)] + diag[1] * prev[(nx - 5)] + diag[2] * prev[(nx - 4)] + diag[3] * prev[(nx - 3)] + diag[4] * prev[(nx - 2)] + diag[5] * prev[(nx - 1)] + diag[6] * prev[(0)]; fut[(nx - 3)] += diff / dx; let diff = diag[0] * prev[(nx - 5)] + diag[1] * prev[(nx - 4)] + diag[2] * prev[(nx - 3)] + diag[3] * prev[(nx - 2)] + diag[4] * prev[(nx - 1)] + diag[5] * prev[(0)] + diag[6] * prev[(1)]; fut[(nx - 2)] += diff / dx; let diff = diag[0] * prev[(nx - 4)] + diag[1] * prev[(nx - 3)] + diag[2] * prev[(nx - 2)] + diag[3] * prev[(nx - 1)] + diag[4] * prev[(0)] + diag[5] * prev[(1)] + diag[6] * prev[(2)]; fut[(nx - 1)] += diff / dx; }