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

b. Algorithm:

1 Generate random flux integers in  ni.

2 Solve inflaton dynamics with stochastic noise.

3 Compute residual for each bubble universe.

c. Output: Histogram of distribution and habitability.

3.2. Simulation Result

4. Observational Predictions

4.1 Signature CMB

a. Tensor-to-scalar ratio (r) for a string theory based inflation model:r0.003(f0.1MPl)2 r0.003(0.1MPlf)2

b. Non-Gaussianities: fNLO(1)  fNLO(1).

4.2 Experimental Protocol