{-# LANGUAGE DeriveGeneric #-} module QuantumModule where import ManifoldGeometry hiding (decoherenceRate) import Data.List (nubBy) import Data.Function (on) import GHC.Generics (Generic) import System.Random (RandomGen, StdGen, randomR, mkStdGen) -- ───────────────────────────────────────────────────────────────────────────── -- Quantum Superposition & Decoherence -- ───────────────────────────────────────────────────────────────────────────── -- | Complex number for quantum amplitudes data Complex = Complex { realPart :: Double , imagPart :: Double } deriving (Show, Generic) -- | Complex conjugate complexConj :: Complex -> Complex complexConj (Complex r i) = Complex r (-i) -- | Complex magnitude complexMag :: Complex -> Double complexMag (Complex r i) = sqrt (r*r + i*i) -- | Complex multiplication complexMult :: Complex -> Complex -> Complex complexMult (Complex r1 i1) (Complex r2 i2) = Complex (r1*r2 - i1*i2) (r1*i2 + i1*r2) -- | Probability density |ψ|² probabilityDensity :: Complex -> Double probabilityDensity psi = (complexMag psi) ^ 2 -- ───────────────────────────────────────────────────────────────────────────── -- Quantum Branches (Many-Worlds) -- ───────────────────────────────────────────────────────────────────────────── data QuantumBranch = QuantumBranch { branchId :: Int , branchLabel :: String , amplitude :: Complex , stateVector :: Vector , probability :: Double -- Probability of this branch , decoherenceTime :: Double -- When this branch becomes classical } deriving (Show, Generic) -- ───────────────────────────────────────────────────────────────────────────── -- Superposition State -- ───────────────────────────────────────────────────────────────────────────── data QuantumSuperposition = QuantumSuperposition { superpositionId :: String , branches :: [QuantumBranch] , collapseThreshold :: Double -- Below this probability, branch dies , decoherenceRate :: Double -- Rate of decoherence: dρ/dt = -Γρ , currentStep :: Int } deriving (Show, Generic) -- | Normalize amplitudes (enforce Σ|ψ_i|² = 1) normalizeAmplitudes :: [QuantumBranch] -> [QuantumBranch] normalizeAmplitudes branches = let totalProb = sum [probabilityDensity (amplitude b) | b <- branches] normFactor = if totalProb > 0 then 1.0 / sqrt totalProb else 1.0 renormalizedBranches = map (\b -> b { amplitude = let Complex r i = amplitude b in Complex (r * normFactor) (i * normFactor) , probability = probabilityDensity (amplitude b) }) branches in renormalizedBranches -- ───────────────────────────────────────────────────────────────────────────── -- Wave Function Collapse (Measurement) -- ───────────────────────────────────────────────────────────────────────────── -- | Sample from superposition (non-deterministic collapse) -- Probability of branch i = |ψ_i|² sampleSuperposition :: StdGen -> QuantumSuperposition -> (QuantumBranch, StdGen) sampleSuperposition gen qs = let normalized = normalizeAmplitudes (branches qs) probs = map probability normalized (r, gen') = randomR (0.0, 1.0) gen chosenBranch = selectByProbability r probs normalized in (chosenBranch, gen') -- | Select branch based on cumulative probability selectByProbability :: Double -> [Double] -> [QuantumBranch] -> QuantumBranch selectByProbability r probs branches = go r 0 probs branches where go _ _ [] [] = error "No branches" go _ _ (_ : _) [] = error "Probability mismatch" go p cumProb (prob : probRest) (branch : branchRest) | p < cumProb + prob = branch | otherwise = go p (cumProb + prob) probRest branchRest go _ _ _ _ = error "Probability selection failed" -- ───────────────────────────────────────────────────────────────────────────── -- Branch Exploration (Without Collapse) -- ───────────────────────────────────────────────────────────────────────────── -- | Significant branches (keep if probability > threshold) significantBranches :: QuantumSuperposition -> [QuantumBranch] significantBranches qs = filter (\b -> probability b > collapseThreshold qs) (branches qs) -- | Count live branches (non-negligible probability) countLiveBranches :: QuantumSuperposition -> Int countLiveBranches qs = length (significantBranches qs) -- | Entanglement entropy (Shannon entropy of branch probabilities) entanglementEntropy :: QuantumSuperposition -> Double entanglementEntropy qs = let probs = map probability (branches qs) nonZeroProbs = filter (> 0.0001) probs in -(sum [p * log p | p <- nonZeroProbs]) -- ───────────────────────────────────────────────────────────────────────────── -- Decoherence: Branch Pruning Over Time -- ───────────────────────────────────────────────────────────────────────────── -- | Apply decoherence for one time step -- Branches with low probability decay exponentially decoherence :: QuantumSuperposition -> Double -> QuantumSuperposition decoherence qs dt = let decayedBranches = map (\b -> let oldProb = probability b decayFactor = exp (-(decoherenceRate qs) * dt) newProb = oldProb * decayFactor newAmplitude = let Complex r i = amplitude b scaleFactor = sqrt decayFactor in Complex (r * scaleFactor) (i * scaleFactor) in b { probability = newProb, amplitude = newAmplitude } ) (branches qs) -- Renormalize normalized = normalizeAmplitudes decayedBranches -- Remove dead branches alive = filter (\b -> probability b > collapseThreshold qs) normalized in qs { branches = alive, currentStep = currentStep qs + 1 } -- ───────────────────────────────────────────────────────────────────────────── -- Quantum Tunneling (Probabilistic State Transfer) -- ───────────────────────────────────────────────────────────────────────────── -- | Tunneling probability through barrier -- P ∝ exp(-2κL) where κ = √(2m(V-E))/ℏ tunnelingProbability :: Double -> Double -> Double -> Double tunnelingProbability barrierHeight particleEnergy barrierWidth = let eff_mass = 9.109e-31 -- electron mass hbar = 1.054571817e-34 v_diff = barrierHeight - particleEnergy kappa = if v_diff > 0 then sqrt (2.0 * eff_mass * v_diff) / hbar else 0 prob = exp (-2.0 * kappa * barrierWidth) in min 1.0 prob -- | Stochastic tunnel attempt attemptTunneling :: StdGen -> Vector -> Double -> IO (Vector, Bool) attemptTunneling gen pos tunnelingProb = do let (r, _) = randomR (0.0, 1.0) gen didTunnel = r < tunnelingProb -- Tunnel to random nearby position newPos = if didTunnel then vectorAdd pos (Vector [sin r, cos r, 0]) else pos return (newPos, didTunnel) -- ───────────────────────────────────────────────────────────────────────────── -- Quantum Superposition Evolution (Schrödinger-like) -- ───────────────────────────────────────────────────────────────────────────── -- | Apply unitary transformation to branches -- U |ψ⟩ = e^(-iHt/ℏ) |ψ⟩ unitaryEvolution :: QuantumSuperposition -> Double -> QuantumSuperposition unitaryEvolution qs dt = let evolved = map (\b -> let oldPhase = atan2 (imagPart (amplitude b)) (realPart (amplitude b)) energyContribution = (fromIntegral (branchId b) :: Double) * dt -- Dummy Hamiltonian newPhase = oldPhase + energyContribution mag = complexMag (amplitude b) newAmp = Complex (mag * cos newPhase) (mag * sin newPhase) in b { amplitude = newAmp } ) (branches qs) in qs { branches = normalizeAmplitudes evolved } -- ───────────────────────────────────────────────────────────────────────────── -- Quantum Region Configuration -- ───────────────────────────────────────────────────────────────────────────── -- | Helper to create quantum branch makeBranch :: Int -> Int -> Vector -> QuantumBranch makeBranch i numBranches center = QuantumBranch { branchId = i , branchLabel = "branch-" ++ show i , amplitude = Complex (1.0 / sqrt (fromIntegral numBranches)) 0.0 , stateVector = vectorAdd center (Vector [sin (fromIntegral i), cos (fromIntegral i), 0]) , probability = 1.0 / fromIntegral numBranches , decoherenceTime = 1.0 / fromIntegral (i + 1) } -- | Initialize superposition in region initializeSuperposition :: String -> Int -> Vector -> QuantumSuperposition initializeSuperposition regionId numBranches center = let initialBranches = [makeBranch i numBranches center | i <- [0..numBranches-1]] in QuantumSuperposition { superpositionId = regionId , branches = initialBranches , collapseThreshold = 0.001 , decoherenceRate = 0.1 , currentStep = 0 } -- ───────────────────────────────────────────────────────────────────────────── -- WORM-sealed quantum observations -- ───────────────────────────────────────────────────────────────────────────── data QuantumObservation = QuantumObservation { qStep :: Int , qBranchesAlive :: Int , qEntropy :: Double , qCollapsedBranch :: Int , qWormSeal :: String } deriving (Show, Generic) -- | WORM seal observation sealQuantumObservation :: Int -> QuantumSuperposition -> Int -> QuantumObservation sealQuantumObservation step qs collapsedId = let numAlive = countLiveBranches qs entropy = entanglementEntropy qs seal = "WORM[quantum:step=" ++ show step ++ ":branches_alive=" ++ show numAlive ++ ":entropy=" ++ show (round (entropy * 100) :: Integer) ++ ":collapsed_branch=" ++ show collapsedId ++ "]" in QuantumObservation step numAlive entropy collapsedId seal -- ───────────────────────────────────────────────────────────────────────────── -- Bell Test Simulator (EPR pairs) -- ───────────────────────────────────────────────────────────────────────────── -- | Entangled pair state |Φ+⟩ = (|00⟩ + |11⟩)/√2 eprPairSuperposition :: QuantumSuperposition eprPairSuperposition = QuantumSuperposition { superpositionId = "epr-pair" , branches = [ QuantumBranch { branchId = 0 , branchLabel = "|00⟩" , amplitude = Complex (1.0 / sqrt 2.0) 0.0 , stateVector = Vector [0, 0, 0] , probability = 0.5 , decoherenceTime = 0.0 } , QuantumBranch { branchId = 1 , branchLabel = "|11⟩" , amplitude = Complex (1.0 / sqrt 2.0) 0.0 , stateVector = Vector [1, 1, 0] , probability = 0.5 , decoherenceTime = 0.0 } ] , collapseThreshold = 0.001 , decoherenceRate = 0.0 -- Perfect coherence for Bell test , currentStep = 0 }