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memb_analisis_2d3d/Codigo3D_AjusteHelfrich.py

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import numpy as np
import matplotlib.pyplot as plt
from scipy.optimize import curve_fit
# %% AJUSTE
kb = 1.380649e-23 # Constante de Boltzmann
T = 300 # Temperatura en Kelvin
kbT = kb * T # Factor kb * T
def helfrich_model(x, kappa, b):
# b = abs(b)
kappa = abs(kappa)
b = abs(b)
result = kbT / (8*b + kappa*x)
return result
def aproxHelfrich(x, y):
x = np.array(x)
y = np.array(y)
try:
popt, _ = curve_fit(helfrich_model, x, y, p0=[1.4e-19, 1e-7]) # valores referencia
kappa, b = popt
# Aseguramos que bend y stretch sean siempre positivos
b = abs(b)
kappa = abs(kappa)
# # Establecemos un límite inferior para el valor de 'bend'
# bend = max(bend, 1e-20)
return kappa, b
except RuntimeError:
print("Error: La optimización no convergió")
return None, None