Stochastic Selection of Cosmological Constant in Chaotic Inflation: A String Theory Landscape Approach

# Generate flux integers  

n_i = poisson.rvs(mu=5, size=100)  

n_i = np.clip(n_i, -10, 10)  

# Solve inflaton dynamics  

phi = [phi0]  

for _ in range(10000):  

    dW = np.random.normal(0, np.sqrt(dt))  

    dphi = (-V_prime(phi[-1])/(3*H) * dt) + (H**(3/2)/(2*np.pi)) * dW  

    phi.append(phi[-1] + dphi)  

```  

Simulation Conclusion