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// Ports the math from bob_*.f90 to Rust/WASM for browser execution
// Mirrors: bob_kinds, bob_state, bob_lattice, bob_metrics, bob_measurement, bob_hamiltonian, bob_integrator
use wasm_bindgen::prelude::*;
use serde::{Deserialize, Serialize};
use std::f64::consts::PI;
// ββ CONSTANTS (mirrors bob_kinds.f90) ββββββββββββββββββββββββββββββββββββββ
const HBAR: f64 = 1.054_571_817e-34;
const NORM_TOL: f64 = 1e-10;
// ββ COMPLEX ARITHMETIC βββββββββββββββββββββββββββββββββββββββββββββββββββββ
#[derive(Clone, Copy, Debug, Serialize, Deserialize)]
pub struct C64 {
pub re: f64,
pub im: f64,
}
impl C64 {
pub fn new(re: f64, im: f64) -> Self { Self { re, im } }
pub fn zero() -> Self { Self { re: 0.0, im: 0.0 } }
pub fn one() -> Self { Self { re: 1.0, im: 0.0 } }
pub fn i() -> Self { Self { re: 0.0, im: 1.0 } }
pub fn norm_sq(&self) -> f64 { self.re * self.re + self.im * self.im }
pub fn norm(&self) -> f64 { self.norm_sq().sqrt() }
pub fn conj(&self) -> Self { Self { re: self.re, im: -self.im } }
pub fn phase(&self) -> f64 { self.im.atan2(self.re) }
pub fn add(&self, o: &Self) -> Self { Self::new(self.re + o.re, self.im + o.im) }
pub fn sub(&self, o: &Self) -> Self { Self::new(self.re - o.re, self.im - o.im) }
pub fn mul(&self, o: &Self) -> Self {
Self::new(self.re * o.re - self.im * o.im, self.re * o.im + self.im * o.re)
}
pub fn scale(&self, s: f64) -> Self { Self::new(self.re * s, self.im * s) }
pub fn exp_i(theta: f64) -> Self { Self::new(theta.cos(), theta.sin()) }
}
// ββ QUANTUM STATE (mirrors bob_state.f90) ββββββββββββββββββββββββββββββββββ
// |Οβ© β β^n, n = 2^num_qubits
#[wasm_bindgen]
pub struct QuantumState {
amplitudes: Vec<C64>,
num_qubits: usize,
}
#[wasm_bindgen]
impl QuantumState {
#[wasm_bindgen(constructor)]
pub fn new(num_qubits: usize) -> Self {
let n = 1usize << num_qubits;
let mut amplitudes = vec![C64::zero(); n];
amplitudes[0] = C64::one(); // |0...0β©
Self { amplitudes, num_qubits }
}
pub fn num_qubits(&self) -> usize { self.num_qubits }
pub fn dimension(&self) -> usize { self.amplitudes.len() }
// Norm: ||Ο|| = sqrt(Ξ£|Ο_i|Β²)
pub fn norm(&self) -> f64 {
self.amplitudes.iter().map(|a| a.norm_sq()).sum::<f64>().sqrt()
}
// Normalize in place: |Οβ© β |Οβ©/||Ο||
pub fn normalize(&mut self) -> bool {
let n = self.norm();
if n < NORM_TOL { return false; }
for a in &mut self.amplitudes { *a = a.scale(1.0 / n); }
true
}
// Probability of measuring basis state i: |Ο_i|Β²
pub fn probability(&self, i: usize) -> f64 {
if i >= self.amplitudes.len() { return 0.0; }
self.amplitudes[i].norm_sq()
}
// Real part of amplitude i
pub fn amplitude_re(&self, i: usize) -> f64 {
if i >= self.amplitudes.len() { 0.0 } else { self.amplitudes[i].re }
}
// Imaginary part of amplitude i
pub fn amplitude_im(&self, i: usize) -> f64 {
if i >= self.amplitudes.len() { 0.0 } else { self.amplitudes[i].im }
}
// Set amplitude
pub fn set_amplitude(&mut self, i: usize, re: f64, im: f64) {
if i < self.amplitudes.len() {
self.amplitudes[i] = C64::new(re, im);
}
}
// Clone into new state
pub fn clone_state(&self) -> QuantumState {
QuantumState {
amplitudes: self.amplitudes.clone(),
num_qubits: self.num_qubits,
}
}
}
// ββ GATES (mirrors bob_gates.f90) ββββββββββββββββββββββββββββββββββββββββββ
// Apply single-qubit gate (2x2 unitary) to qubit k of |Οβ©
fn apply_single_qubit_gate(state: &mut QuantumState, k: usize, u: [[C64; 2]; 2]) {
let n = state.amplitudes.len();
let block = 1usize << k;
let stride = block << 1;
let mut i = 0;
while i < n {
for j in i..i+block {
let a = state.amplitudes[j];
let b = state.amplitudes[j + block];
state.amplitudes[j] = u[0][0].mul(&a).add(&u[0][1].mul(&b));
state.amplitudes[j+block] = u[1][0].mul(&a).add(&u[1][1].mul(&b));
}
i += stride;
}
}
#[wasm_bindgen]
pub fn apply_hadamard(state: &mut QuantumState, qubit: usize) {
let s = 1.0 / 2.0_f64.sqrt();
let u = [
[C64::new(s, 0.0), C64::new(s, 0.0)],
[C64::new(s, 0.0), C64::new(-s, 0.0)],
];
apply_single_qubit_gate(state, qubit, u);
}
#[wasm_bindgen]
pub fn apply_pauli_x(state: &mut QuantumState, qubit: usize) {
let u = [[C64::zero(), C64::one()], [C64::one(), C64::zero()]];
apply_single_qubit_gate(state, qubit, u);
}
#[wasm_bindgen]
pub fn apply_pauli_y(state: &mut QuantumState, qubit: usize) {
let u = [
[C64::zero(), C64::new(0.0, -1.0)],
[C64::new(0.0, 1.0), C64::zero()],
];
apply_single_qubit_gate(state, qubit, u);
}
#[wasm_bindgen]
pub fn apply_pauli_z(state: &mut QuantumState, qubit: usize) {
let u = [[C64::one(), C64::zero()], [C64::zero(), C64::new(-1.0, 0.0)]];
apply_single_qubit_gate(state, qubit, u);
}
// Phase gate: R(ΞΈ) = [[1,0],[0,e^iΞΈ]]
#[wasm_bindgen]
pub fn apply_phase(state: &mut QuantumState, qubit: usize, theta: f64) {
let u = [[C64::one(), C64::zero()], [C64::zero(), C64::exp_i(theta)]];
apply_single_qubit_gate(state, qubit, u);
}
// T gate: phase Ο/4
#[wasm_bindgen]
pub fn apply_t_gate(state: &mut QuantumState, qubit: usize) {
apply_phase(state, qubit, PI / 4.0);
}
// S gate: phase Ο/2
#[wasm_bindgen]
pub fn apply_s_gate(state: &mut QuantumState, qubit: usize) {
apply_phase(state, qubit, PI / 2.0);
}
// CNOT: control qubit c, target qubit t
#[wasm_bindgen]
pub fn apply_cnot(state: &mut QuantumState, control: usize, target: usize) {
let n = state.amplitudes.len();
for i in 0..n {
if (i >> control) & 1 == 1 {
let j = i ^ (1 << target);
if j > i {
let tmp = state.amplitudes[i];
state.amplitudes[i] = state.amplitudes[j];
state.amplitudes[j] = tmp;
}
}
}
}
// ββ METRICS (mirrors bob_metrics.f90) βββββββββββββββββββββββββββββββββββββ
#[derive(Serialize, Deserialize)]
pub struct QuantumMetrics {
pub norm: f64,
pub energy: f64,
pub purity: f64,
pub von_neumann_entropy: f64,
pub linear_entropy: f64,
pub coherence: f64,
pub participation_ratio: f64,
}
#[wasm_bindgen]
pub fn compute_metrics(state: &QuantumState) -> JsValue {
let probs: Vec<f64> = (0..state.dimension()).map(|i| state.probability(i)).collect();
let norm = probs.iter().sum::<f64>().sqrt();
// Purity: Tr(ΟΒ²) = Ξ£ p_iΒ² (diagonal Ο)
let purity: f64 = probs.iter().map(|p| p * p).sum();
// Von Neumann entropy: -Ξ£ p_i log(p_i)
let von_neumann_entropy: f64 = probs.iter()
.filter(|&&p| p > 1e-15)
.map(|&p| -p * p.ln())
.sum();
// Linear entropy: 1 - Tr(ΟΒ²)
let linear_entropy = 1.0 - purity;
// L1 coherence: Ξ£_{iβ j} |Ο_ij| β for pure state Ο = |Οβ©β¨Ο|
// coherence = Ξ£_{iβ j} |Ο_i||Ο_j| = (Ξ£|Ο_i|)Β² - Ξ£|Ο_i|Β²
let sum_amps: f64 = state.amplitudes.iter().map(|a| a.norm()).sum();
let sum_sq: f64 = state.amplitudes.iter().map(|a| a.norm_sq()).sum();
let coherence = (sum_amps * sum_amps - sum_sq).max(0.0);
// Participation ratio (inverse): 1 / Ξ£ p_iΒ²
let participation_ratio = if purity > 1e-15 { 1.0 / purity } else { 0.0 };
// Energy = Ξ£ i * p_i (eigenvalue ladder, classical sim of diagonal H)
let energy: f64 = probs.iter().enumerate()
.map(|(i, p)| i as f64 * p)
.sum();
let m = QuantumMetrics { norm, energy, purity, von_neumann_entropy, linear_entropy, coherence, participation_ratio };
serde_wasm_bindgen::to_value(&m).unwrap_or(JsValue::NULL)
}
// ββ VORTEX LATTICE (mirrors bob_lattice.f90) ββββββββββββββββββββββββββββββββ
#[derive(Clone, Serialize, Deserialize)]
pub struct Vortex {
pub x: f64,
pub y: f64,
pub z: f64,
pub winding: i32, // topological charge β {-2,-1,0,1,2}
pub phase: f64, // quantum phase ΞΈ β [0, 2Ο)
pub energy: f64, // local energy
pub coherence: f64, // local coherence with neighbors
}
#[wasm_bindgen]
pub struct VortexLattice {
vortices: Vec<Vortex>,
nx: usize,
ny: usize,
coupling: f64,
time: f64,
dt: f64,
}
#[wasm_bindgen]
impl VortexLattice {
#[wasm_bindgen(constructor)]
pub fn new(nx: usize, ny: usize, coupling: f64, dt: f64) -> Self {
let n = nx * ny;
let mut vortices = Vec::with_capacity(n);
for iy in 0..ny {
for ix in 0..nx {
// Initialize with random-ish phases using deterministic seed
let seed = (ix * 7 + iy * 13) as f64;
let phase = (seed * 1.618033988).fract() * 2.0 * PI;
let winding = if (ix + iy) % 7 == 0 { 1 } else if (ix * iy) % 11 == 0 { -1 } else { 0 };
vortices.push(Vortex {
x: ix as f64,
y: iy as f64,
z: ((ix as f64 * 0.3 + iy as f64 * 0.5).sin() * 0.5 + 0.5),
winding,
phase,
energy: winding.abs() as f64 * 0.5 + (phase * 0.3).cos() * 0.2,
coherence: 1.0,
});
}
}
Self { vortices, nx, ny, coupling, time: 0.0, dt }
}
pub fn num_vortices(&self) -> usize { self.vortices.len() }
pub fn time(&self) -> f64 { self.time }
// Evolve lattice: Josephson coupling between nearest neighbors
// dΞΈ_i/dt = -coupling * Ξ£_j sin(ΞΈ_i - ΞΈ_j) β discrete Gross-Pitaevskii
pub fn evolve(&mut self, steps: usize) {
for _ in 0..steps {
let old = self.vortices.clone();
for iy in 0..self.ny {
for ix in 0..self.nx {
let idx = iy * self.nx + ix;
let mut dphase = 0.0;
let mut total_coherence = 0.0;
let mut neighbor_count = 0;
// Nearest neighbors (periodic boundary)
let neighbors = [
((ix + 1) % self.nx, iy),
((ix + self.nx - 1) % self.nx, iy),
(ix, (iy + 1) % self.ny),
(ix, (iy + self.ny - 1) % self.ny),
];
for (nx2, ny2) in neighbors {
let nidx = ny2 * self.nx + nx2;
let dphi = old[idx].phase - old[nidx].phase;
dphase -= self.coupling * dphi.sin();
total_coherence += dphi.cos();
neighbor_count += 1;
}
let v = &mut self.vortices[idx];
v.phase = (old[idx].phase + self.dt * dphase).rem_euclid(2.0 * PI);
v.coherence = if neighbor_count > 0 { (total_coherence / neighbor_count as f64 + 1.0) * 0.5 } else { 1.0 };
v.energy = v.winding.abs() as f64 * 0.5
+ self.coupling * (1.0 - v.coherence)
+ (self.time * 0.1).sin() * 0.05;
}
}
self.time += self.dt;
// Phase transition: occasionally flip winding numbers
if (self.time * 10.0) as usize % 50 == 0 {
let flip_idx = (self.time * 97.3) as usize % self.vortices.len();
self.vortices[flip_idx].winding = match self.vortices[flip_idx].winding {
0 => 1, 1 => -1, -1 => 0, _ => 0,
};
}
}
}
// Return vortex data as flat arrays for JS canvas rendering
pub fn vortex_x(&self, i: usize) -> f64 { self.vortices[i].x }
pub fn vortex_y(&self, i: usize) -> f64 { self.vortices[i].y }
pub fn vortex_phase(&self, i: usize) -> f64 { self.vortices[i].phase }
pub fn vortex_winding(&self, i: usize) -> i32 { self.vortices[i].winding }
pub fn vortex_energy(&self, i: usize) -> f64 { self.vortices[i].energy }
pub fn vortex_coherence(&self, i: usize) -> f64 { self.vortices[i].coherence }
// Global metrics
pub fn total_energy(&self) -> f64 {
self.vortices.iter().map(|v| v.energy).sum()
}
pub fn mean_coherence(&self) -> f64 {
let s: f64 = self.vortices.iter().map(|v| v.coherence).sum();
s / self.vortices.len() as f64
}
pub fn topological_charge(&self) -> i32 {
self.vortices.iter().map(|v| v.winding).sum()
}
pub fn vortex_count(&self) -> i32 {
self.vortices.iter().filter(|v| v.winding != 0).count() as i32
}
}
// ββ HAMILTONIAN (mirrors bob_hamiltonian.f90) ββββββββββββββββββββββββββββββ
// Ising Hamiltonian: H = -J Ξ£ Ο_i^z Ο_j^z - h Ξ£ Ο_i^x
// Applied via Trotter decomposition for time evolution
#[wasm_bindgen]
pub struct IsingHamiltonian {
num_qubits: usize,
j: f64, // coupling
h: f64, // transverse field
}
#[wasm_bindgen]
impl IsingHamiltonian {
#[wasm_bindgen(constructor)]
pub fn new(num_qubits: usize, j: f64, h: f64) -> Self {
Self { num_qubits, j, h }
}
// Trotter step: e^{-iHdt} β e^{-iH_z dt/2} e^{-iH_x dt} e^{-iH_z dt/2}
// H_z = -J Ξ£ Ο_i^z Ο_j^z β diagonal, applies phase to each pair
// H_x = -h Ξ£ Ο_i^x β single-qubit rotations
pub fn trotter_step(&self, state: &mut QuantumState, dt: f64) {
let nq = self.num_qubits;
// ZZ coupling: apply phase e^{iJ dt/2 Ο_i^z Ο_j^z} to nearest-neighbor pairs
let n = state.dimension();
for i in 0..n {
let mut phase_sum = 0.0;
for q in 0..nq-1 {
let si = if (i >> q) & 1 == 1 { 1.0_f64 } else { -1.0_f64 };
let sj = if (i >> (q+1)) & 1 == 1 { 1.0_f64 } else { -1.0_f64 };
phase_sum += si * sj;
}
let p = C64::exp_i(self.j * dt * 0.5 * phase_sum);
state.amplitudes[i] = state.amplitudes[i].mul(&p);
}
// X rotations: R_x(-2h*dt) on each qubit
let theta = self.h * dt;
for q in 0..nq {
let c = theta.cos();
let s = theta.sin();
let u = [
[C64::new(c, 0.0), C64::new(0.0, -s)],
[C64::new(0.0, -s), C64::new(c, 0.0)],
];
apply_single_qubit_gate(state, q, u);
}
// ZZ coupling second half
for i in 0..n {
let mut phase_sum = 0.0;
for q in 0..nq-1 {
let si = if (i >> q) & 1 == 1 { 1.0_f64 } else { -1.0_f64 };
let sj = if (i >> (q+1)) & 1 == 1 { 1.0_f64 } else { -1.0_f64 };
phase_sum += si * sj;
}
let p = C64::exp_i(self.j * dt * 0.5 * phase_sum);
state.amplitudes[i] = state.amplitudes[i].mul(&p);
}
}
// Energy expectation β¨Ο|H|Οβ©
pub fn energy_expectation(&self, state: &QuantumState) -> f64 {
let nq = self.num_qubits;
let n = state.dimension();
let mut e = 0.0_f64;
// ZZ terms: -J Ξ£ β¨Ο_i^z Ο_j^zβ© = -J Ξ£_k p_k * sz_i(k) * sz_j(k)
for k in 0..n {
let p = state.probability(k);
for q in 0..nq-1 {
let si = if (k >> q) & 1 == 1 { 1.0_f64 } else { -1.0_f64 };
let sj = if (k >> (q+1)) & 1 == 1 { 1.0_f64 } else { -1.0_f64 };
e -= self.j * p * si * sj;
}
}
// X terms: -h Ξ£ β¨Ο_i^xβ© β off-diagonal, requires amplitude sums
for q in 0..nq {
for k in 0..n {
let flip = k ^ (1 << q);
let re_part = state.amplitudes[k].conj().mul(&state.amplitudes[flip]).re;
e -= self.h * re_part;
}
}
e
}
}
// ββ MEASUREMENT (mirrors bob_measurement.f90) ββββββββββββββββββββββββββββββ
// Measure qubit k β collapses state, returns 0 or 1
// Uses a simple LFSR for deterministic pseudorandomness (no external RNG dep)
#[wasm_bindgen]
pub struct Rng { state: u64 }
#[wasm_bindgen]
impl Rng {
#[wasm_bindgen(constructor)]
pub fn new(seed: u64) -> Self { Self { state: if seed == 0 { 1 } else { seed } } }
pub fn next_f64(&mut self) -> f64 {
// xorshift64
self.state ^= self.state << 13;
self.state ^= self.state >> 7;
self.state ^= self.state << 17;
(self.state as f64) / (u64::MAX as f64)
}
}
#[wasm_bindgen]
pub fn measure_qubit(state: &mut QuantumState, qubit: usize, rng: &mut Rng) -> u32 {
// P(1) = Ξ£_{i: bit k=1} |Ο_i|Β²
let p1: f64 = (0..state.dimension())
.filter(|&i| (i >> qubit) & 1 == 1)
.map(|i| state.probability(i))
.sum();
let outcome = if rng.next_f64() < p1 { 1u32 } else { 0u32 };
// Collapse: zero out incompatible amplitudes, renormalize
for i in 0..state.dimension() {
if (i >> qubit) & 1 != outcome as usize {
state.amplitudes[i] = C64::zero();
}
}
state.normalize();
outcome
}
// ββ TIME INTEGRATOR (mirrors bob_integrator.f90) ββββββββββββββββββββββββββββ
// Runge-Kutta 4 for SchrΓΆdinger equation: iβ d|Οβ©/dt = H|Οβ©
// For Trotter we use the Hamiltonian's own step method
#[wasm_bindgen]
pub fn evolve_state(state: &mut QuantumState, ham: &IsingHamiltonian, dt: f64, steps: usize) {
for _ in 0..steps {
ham.trotter_step(state, dt);
}
state.normalize();
}
// ββ SIMULATION (full engine: mirrors bob_abi.f90 aggregate functions) βββββββ
#[wasm_bindgen]
pub struct Simulation {
state: QuantumState,
ham: IsingHamiltonian,
lattice: VortexLattice,
rng: Rng,
pub time: f64,
pub dt: f64,
pub step_count: u64,
}
#[wasm_bindgen]
impl Simulation {
#[wasm_bindgen(constructor)]
pub fn new(num_qubits: usize, lattice_n: usize, j: f64, h: f64, coupling: f64, dt: f64, seed: u64) -> Self {
let mut state = QuantumState::new(num_qubits);
// Superposition init: apply Hadamard to all qubits
for q in 0..num_qubits {
apply_hadamard(&mut state, q);
}
Self {
state,
ham: IsingHamiltonian::new(num_qubits, j, h),
lattice: VortexLattice::new(lattice_n, lattice_n, coupling, dt),
rng: Rng::new(seed),
time: 0.0,
dt,
step_count: 0,
}
}
pub fn step(&mut self) {
// Evolve quantum state
self.ham.trotter_step(&mut self.state, self.dt);
self.state.normalize();
// Evolve vortex lattice
self.lattice.evolve(1);
self.time += self.dt;
self.step_count += 1;
}
pub fn step_n(&mut self, n: usize) {
for _ in 0..n { self.step(); }
}
// Metrics
pub fn state_energy(&self) -> f64 { self.ham.energy_expectation(&self.state) }
pub fn lattice_energy(&self) -> f64 { self.lattice.total_energy() }
pub fn mean_coherence(&self) -> f64 { self.lattice.mean_coherence() }
pub fn topological_charge(&self) -> i32 { self.lattice.topological_charge() }
pub fn vortex_count(&self) -> i32 { self.lattice.vortex_count() }
pub fn state_norm(&self) -> f64 { self.state.norm() }
// Von Neumann entropy of quantum state
pub fn entropy(&self) -> f64 {
(0..self.state.dimension())
.map(|i| self.state.probability(i))
.filter(|&p| p > 1e-15)
.map(|p| -p * p.ln())
.sum()
}
// State amplitude accessors for visualization
pub fn state_dim(&self) -> usize { self.state.dimension() }
pub fn state_prob(&self, i: usize) -> f64 { self.state.probability(i) }
pub fn state_phase(&self, i: usize) -> f64 {
self.state.amplitudes[i].phase()
}
// Lattice accessors
pub fn num_vortices(&self) -> usize { self.lattice.num_vortices() }
pub fn vortex_x(&self, i: usize) -> f64 { self.lattice.vortex_x(i) }
pub fn vortex_y(&self, i: usize) -> f64 { self.lattice.vortex_y(i) }
pub fn vortex_phase(&self, i: usize) -> f64 { self.lattice.vortex_phase(i) }
pub fn vortex_winding(&self, i: usize) -> i32 { self.lattice.vortex_winding(i) }
pub fn vortex_energy(&self, i: usize) -> f64 { self.lattice.vortex_energy(i) }
pub fn vortex_coherence(&self, i: usize) -> f64 { self.lattice.vortex_coherence(i) }
// Measure qubit k, collapse state
pub fn measure(&mut self, qubit: usize) -> u32 {
measure_qubit(&mut self.state, qubit, &mut self.rng)
}
// Lattice dimensions
pub fn lattice_nx(&self) -> usize { self.lattice.nx }
pub fn lattice_ny(&self) -> usize { self.lattice.ny }
}
// ββ ENGINE INFO ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
#[wasm_bindgen]
pub fn engine_version() -> String {
"BOB Quantum Civilization Engine v1.0.0 β Rust/WASM port of bob_*.f90".to_string()
}
#[wasm_bindgen]
pub fn engine_modules() -> String {
"bob_kinds | bob_errors | bob_rng | bob_state | bob_gates | bob_lattice | bob_measurement | bob_hamiltonian | bob_integrator | bob_metrics | bob_abi".to_string()
}
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