discretize.TreeMesh.refine_box

TreeMesh.refine_box(self, x0s, x1s, levels, finalize=True)

Refines the TreeMesh within the axis aligned boxes to the desired level

Refines the TreeMesh by determining if a cell intersects the given axis aligned box(es) to the prescribed level(s).

Parameters
x0s(N, dim) array_like

The minimum location of the boxes

x1s(N, dim) array_like

The maximum location of the boxes

levels(N) array_like of int

The level to refine intersecting cells to

finalizebool, optional

Whether to finalize after refining

Examples

We create a simple mesh and refine the TreeMesh such that all cells that intersect the boxes are at the given levels.

>>> import discretize
>>> import matplotlib.pyplot as plt
>>> import matplotlib.patches as patches
>>> tree_mesh = discretize.TreeMesh([32, 32])
>>> tree_mesh.max_level
5

Next we define the origins and furthest corners of the two rectangles, as well as the level we want to refine them to, and refine the mesh.

>>> x0s = [[0.1, 0.1], [0.8, 0.8]]
>>> x1s = [[0.3, 0.2], [0.9, 1.0]]
>>> levels = [4, 5]
>>> tree_mesh.refine_box(x0s, x1s, levels)

Now lets look at the mesh, and overlay the boxes on it to ensure it refined where we wanted it to.

>>> ax = tree_mesh.plot_grid()
>>> rect = patches.Rectangle([0.1, 0.1], 0.2, 0.1, facecolor='none', edgecolor='r', linewidth=3)
>>> ax.add_patch(rect)
>>> rect = patches.Rectangle([0.8, 0.8], 0.1, 0.2, facecolor='none', edgecolor='k', linewidth=3)
>>> ax.add_patch(rect)
>>> plt.show()

(Source code, png, pdf)

../../_images/discretize-TreeMesh-refine_box-1.png