Bag model reference properties

Plot the parameters of fluid_reference

[4.67331368e-01 0.00000000e+00 1.08863984e-03 4.68181818e-01
 2.11693715e+00 3.84344953e-03]
[0.4905997  0.1962519  0.31094667 0.57810487 3.15112627 1.24924176]
[0.         0.75620914 0.93181818 0.59457831 1.         7.69201511]

import matplotlib.pyplot as plt
import numpy as np

from examples import utils
from pttools.bubble import fluid_reference
from pttools.bubble.transition import SolutionType


def main() -> plt.Figure:
    ref = fluid_reference.ref()

    fig: plt.Figure = plt.figure()
    axs: np.ndarray = fig.subplots(nrows=2, ncols=3)

    ax_vp: plt.Axes = axs[0, 0]
    ax_vm: plt.Axes = axs[1, 0]
    ax_vp_tilde: plt.Axes = axs[0, 1]
    ax_vm_tilde: plt.Axes = axs[1, 1]
    ax_wp: plt.Axes = axs[0, 2]
    ax_wm: plt.Axes = axs[1, 2]

    ax_vp.contourf(ref.v_wall, ref.alpha_n, ref.vp)
    ax_vm.contourf(ref.v_wall, ref.alpha_n, ref.vm)
    ax_vp_tilde.contourf(ref.v_wall, ref.alpha_n, ref.vp_tilde)
    ax_vm_tilde.contourf(ref.v_wall, ref.alpha_n, ref.vm_tilde)
    ax_wp.contourf(ref.v_wall, ref.alpha_n, ref.wp)
    ax_wm.contourf(ref.v_wall, ref.alpha_n, ref.wm)

    ax_vp.set_title("$v_+$")
    ax_vm.set_title("$v_-$")
    ax_vp_tilde.set_title(r"$\tilde{v}_+$")
    ax_vm_tilde.set_title(r"$\tilde{v}_-$")
    ax_wp.set_title("$w_+$")
    ax_wm.set_title("$w_-$")

    for ax in axs.flat:
        ax.set_xlabel("$v_w$")
        ax.set_ylabel(r"$\alpha_n$")

    fig.tight_layout()

    print(ref.get(v_wall=0.25, alpha_n=0.8, sol_type=SolutionType.SUB_DEF))
    print(ref.get(v_wall=0.7, alpha_n=0.25, sol_type=SolutionType.HYBRID))
    print(ref.get(v_wall=0.1, alpha_n=0.95, sol_type=SolutionType.DETON))

    return fig


if __name__ == "__main__":
    fig = main()
    utils.save_and_show(fig, "reference_props.png")

Estimated memory usage: 265 MB