Example of Neumann boundary

heat-equation/src/main.rs

@@ -1,4 +1,4 @@
-use ndarray::Array1;
+use ndarray::{Array1, ArrayView1};
 use plotters::prelude::*;
 use sbp::{
     integrate::{integrate, Rk4},
@@ -7,31 +7,37 @@ use sbp::{
 };
 
 fn main() {
-    let drawing_area = BitMapBackend::gif("result.gif", (300, 300), 100)
+    let nx: usize = 101;
+    let x = Array1::from_shape_fn((nx,), |i| i as Float / (nx - 1) as Float);
+    let v0 = x.map(|&x| (-(x - 0.5).powi(2) / 0.1).exp());
+    dual_dirichlet(v0.view(), 1.0, 1.0);
+    // Neumann boundary is introducing energy into the system
+    neumann_dirichlet(v0.view(), -0.2, 1.0);
+}
+
+fn dual_dirichlet(v: ArrayView1<Float>, v0: Float, vn: Float) {
+    let drawing_area = BitMapBackend::gif("dual_dirichlet.gif", (300, 300), 100)
         .unwrap()
         .into_drawing_area();
     let mut chart = ChartBuilder::on(&drawing_area)
         .x_label_area_size(40)
         .y_label_area_size(40)
-        .build_cartesian_2d(0.0..1.0, -1.0..2.0)
+        .build_cartesian_2d(0.0..1.01, -1.0..2.0)
         .unwrap();
 
-    let nx: usize = 101;
+    let nx = v.len();
     let dt = 0.2 / nx.pow(2) as Float / 3.0;
     let x = Array1::from_shape_fn((nx,), |i| i as Float / (nx - 1) as Float);
-    let v0 = x.map(|&x| 0.0 * x * x * x * x);
 
     let op = SBP4;
 
-    let mut k = [v0.clone(), v0.clone(), v0.clone(), v0.clone()];
+    let mut k = [v.to_owned(), v.to_owned(), v.to_owned(), v.to_owned()];
     let rhs = move |fut: &mut Array1<Float>, prev: &Array1<Float>, _t: Float| {
         fut.fill(0.0);
         op.diff2(prev.view(), fut.view_mut());
 
         let h = 1.0 / (nx - 1) as Float;
         let tau = (1.0, -1.0);
-        let v0 = 1.0;
-        let vn = -1.0;
 
         let d1 = op.d1();
 
@@ -43,8 +49,70 @@ fn main() {
         }
     };
 
-    let mut v1 = v0.clone();
+    let mut v1 = v.to_owned();
-    let mut v2 = v0;
+    let mut v2 = v.to_owned();
+    for i in 0..90 {
+        if i % 3 == 0 {
+            drawing_area.fill(&WHITE).unwrap();
+            chart
+                .configure_mesh()
+                .x_desc("x")
+                .y_desc("y")
+                .draw()
+                .unwrap();
+            chart
+                .draw_series(LineSeries::new(
+                    x.iter().zip(v1.iter()).map(|(&x, &y)| (x, y)),
+                    &BLACK,
+                ))
+                .unwrap();
+            drawing_area.present().unwrap();
+        }
+        integrate::<Rk4, _, _, _>(rhs, &v1, &mut v2, &mut 0.0, dt, &mut k);
+        std::mem::swap(&mut v1, &mut v2);
+    }
+}
+
+fn neumann_dirichlet(v: ArrayView1<Float>, v0: Float, vn: Float) {
+    let drawing_area = BitMapBackend::gif("neumann_dirichlet.gif", (300, 300), 100)
+        .unwrap()
+        .into_drawing_area();
+    let mut chart = ChartBuilder::on(&drawing_area)
+        .x_label_area_size(40)
+        .y_label_area_size(40)
+        .build_cartesian_2d(0.0..1.01, -1.0..2.0)
+        .unwrap();
+
+    let nx = v.len();
+    let dt = 0.2 / nx.pow(2) as Float / 3.0;
+    let x = Array1::from_shape_fn((nx,), |i| i as Float / (nx - 1) as Float);
+
+    let op = SBP4;
+
+    let mut k = [v.to_owned(), v.to_owned(), v.to_owned(), v.to_owned()];
+    let rhs = move |fut: &mut Array1<Float>, prev: &Array1<Float>, _t: Float| {
+        fut.fill(0.0);
+        op.diff2(prev.view(), fut.view_mut());
+
+        let h = 1.0 / (nx - 1) as Float;
+        let tau = (1.0, -1.0);
+
+        let d1 = op.d1();
+
+        fut[0] += tau.0 / (h * h)
+            * (d1
+                .iter()
+                .zip(prev.iter())
+                .map(|(x, y)| x * y)
+                .sum::<Float>()
+                - v0);
+        for (d, fut) in d1.iter().zip(fut.iter_mut().rev().take(d1.len()).rev()) {
+            *fut += tau.1 / (h * h) * d * (prev[nx - 1] - vn);
+        }
+    };
+
+    let mut v1 = v.to_owned();
+    let mut v2 = v.to_owned();
     for i in 0..90 {
         if i % 3 == 0 {
             drawing_area.fill(&WHITE).unwrap();