Created
June 25, 2017 08:28
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monte carlo 1d radiative transfer code written in haskell using random-mersenne package.
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import System.Random.Mersenne | |
np = 1000000 | |
tau = 1.0 -- cloud optical thickness | |
sal = 0.5 -- surface albedo | |
omg = 1.0 -- single scattering albedo | |
zu = tau -- atmosphere upper boundary | |
zb = 0.0 -- atmosphere lower boundary | |
main :: IO () | |
main = do | |
seed0 <- getStdGen | |
(sumr, sumt) <- world seed0 | |
print $ [sumr / np, sumt / np] | |
world :: MTGen -> IO (Double, Double) | |
world seed0 = loop 0 0.0 0.0 seed0 | |
where | |
loop :: Double -> Double -> Double -> MTGen -> IO (Double, Double) | |
loop t sumr sumt seed | |
| t == np = return (sumr, sumt) | |
| otherwise = do | |
(wr, wt) <- solver 1.0 zu (-1.0) 0.0 0.0 seed | |
loop (t+1) (sumr + wr) (sumt + wt) seed | |
solver :: Double -> Double -> Double | |
-> Double -> Double | |
-> MTGen -> IO (Double, Double) | |
solver w z dir sumr sumt seed = do | |
n <- random seed :: IO Double | |
path <- return $ -log(n) | |
nextphase (z + dir * path) | |
where | |
nextphase zn | |
| zn <= zb = solver (w * sal) zb 1.0 sumr (sumt + w) seed | |
| zn > zu = return (sumr + w, sumt) | |
| otherwise = do | |
n2 <- random seed :: IO Double | |
dnew <- return $ if n2 <= 0.5 | |
then 1.0 * dir | |
else -1.0 * dir | |
solver (w * omg) zn dnew sumr sumt seed |
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