Add Giese testing 3

examples/giese_testing3.py

@@ -0,0 +1,71 @@
+import matplotlib.pyplot as plt
+import numpy as np
+
+from pttools.bubble import Bubble, SolutionType
+from pttools.models import ConstCSModel
+from pttools.bubble.props import find_phase
+from pttools.bubble.thermo import kappa, kinetic_energy_density, va_trace_anomaly_diff
+
+from giese.lisa import kappaNuMuModel
+
+css2 = 1/3
+csb2 = 1/4
+# This is a problematic point
+v_wall = 0.84
+# v_wall = 0.85
+# v_wall = 0.86
+alpha_n = 0.3
+model = ConstCSModel(a_s=2, a_b=1, css2=css2, csb2=csb2, V_s=1)
+alpha_tbn = model.alpha_theta_bar_n_from_alpha_n(alpha_n)
+
+bubble = Bubble(model, v_wall=v_wall, alpha_n=alpha_n)
+bubble_fig = bubble.plot()
+
+kappa_tbn_giese, v, wow, xi, mode = kappaNuMuModel(cs2b=csb2, cs2s=css2, al=alpha_tbn, vw=v_wall)
+
+phase_pttools = find_phase(bubble.xi, bubble.v_wall)
+phase_giese = find_phase(xi, v_wall)
+
+if bubble.sol_type == SolutionType.SUB_DEF:
+    w = wow * bubble.wn
+    # w = np.concatenate([bubble.w[0], w])
+    w[xi <= v_wall] = bubble.w[0]
+    phase_giese[1] = 1
+elif bubble.sol_type == SolutionType.DETON:
+    w = wow * bubble.w.max()
+    w[xi >= v_wall] = bubble.w[-1]
+elif bubble.sol_type == SolutionType.HYBRID:
+    w = wow * bubble.wn
+    # w[xi < v_wall] *= bubble.w[0] / wow[0]
+else:
+    raise RuntimeError
+
+det_pttools = va_trace_anomaly_diff(model, bubble.w, bubble.xi, v_wall, phase=phase_pttools)
+det_giese = va_trace_anomaly_diff(model, w, xi, v_wall, phase=phase_giese)
+print(det_pttools, det_giese)
+
+kappa_pttools = kappa(model=model, v=bubble.v, w=bubble.w, xi=bubble.xi, v_wall=v_wall, delta_e_theta=det_pttools)
+kappa_giese = kappa(model=model, v=v, w=w, xi=xi, v_wall=v_wall, delta_e_theta=det_giese)
+print(kappa_pttools, kappa_giese)
+
+ek_pttools = kinetic_energy_density(bubble.v, bubble.w, bubble.xi, v_wall)
+ek_giese = kinetic_energy_density(v, w, xi, v_wall)
+print(ek_pttools, ek_giese)
+
+kappa_tbn_pttools = bubble.kappa_giese
+print(kappa_tbn_pttools, kappa_tbn_giese)
+
+# print(phase_pttools)
+# print(phase_giese)
+bubble_fig.axes[0].plot(phase_pttools)
+bubble_fig.axes[0].plot(phase_giese, ls="--")
+
+# bubble_fig.axes[0].plot(xi, v, ls="--")
+# bubble_fig.axes[1].plot(xi, w, ls="--")
+bubble_fig.axes[0].scatter(xi, v, c="r")
+bubble_fig.axes[1].scatter(xi, w, c="r")
+for ax in bubble_fig.axes:
+    ax.set_xlim(0, 1)
+
+# save(bubble_fig, "const_cs_bubble.png")
+plt.show()