quantrs2_sim/
topological_quantum_simulation.rs

1//! Topological Quantum Simulation Framework
2//!
3//! This module provides a comprehensive implementation of topological quantum computing,
4//! including anyonic systems, surface codes, topological phases of matter, and
5//! fault-tolerant quantum computation using topological protection. This framework
6//! enables simulation of exotic quantum states and robust quantum computation.
7
8use ndarray::{Array1, Array2, Array3, Array4, Axis};
9use num_complex::Complex64;
10use serde::{Deserialize, Serialize};
11use std::collections::{HashMap, HashSet, VecDeque};
12use std::f64::consts::PI;
13use std::sync::{Arc, RwLock};
14
15use crate::error::{Result, SimulatorError};
16use crate::statevector::StateVectorSimulator;
17
18/// Topological quantum simulation configuration
19#[derive(Debug, Clone, Serialize, Deserialize)]
20pub struct TopologicalConfig {
21    /// Lattice type for topological simulation
22    pub lattice_type: LatticeType,
23    /// System dimensions
24    pub dimensions: Vec<usize>,
25    /// Anyonic model type
26    pub anyon_model: AnyonModel,
27    /// Boundary conditions
28    pub boundary_conditions: TopologicalBoundaryConditions,
29    /// Temperature for thermal effects
30    pub temperature: f64,
31    /// Magnetic field strength
32    pub magnetic_field: f64,
33    /// Enable topological protection
34    pub topological_protection: bool,
35    /// Error correction code type
36    pub error_correction_code: TopologicalErrorCode,
37    /// Enable braiding operations
38    pub enable_braiding: bool,
39}
40
41impl Default for TopologicalConfig {
42    fn default() -> Self {
43        Self {
44            lattice_type: LatticeType::SquareLattice,
45            dimensions: vec![8, 8],
46            anyon_model: AnyonModel::Abelian,
47            boundary_conditions: TopologicalBoundaryConditions::Periodic,
48            temperature: 0.0,
49            magnetic_field: 0.1,
50            topological_protection: true,
51            error_correction_code: TopologicalErrorCode::SurfaceCode,
52            enable_braiding: true,
53        }
54    }
55}
56
57/// Lattice types for topological systems
58#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
59pub enum LatticeType {
60    /// Square lattice (for surface codes)
61    SquareLattice,
62    /// Triangular lattice (for color codes)
63    TriangularLattice,
64    /// Hexagonal lattice (for Majorana systems)
65    HexagonalLattice,
66    /// Kagome lattice (for spin liquids)
67    KagomeLattice,
68    /// Honeycomb lattice (for Kitaev model)
69    HoneycombLattice,
70    /// Custom lattice structure
71    CustomLattice,
72}
73
74/// Anyon models for topological quantum computation
75#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
76pub enum AnyonModel {
77    /// Abelian anyons (simple topological phases)
78    Abelian,
79    /// Non-Abelian anyons (universal quantum computation)
80    NonAbelian,
81    /// Fibonacci anyons (specific non-Abelian model)
82    Fibonacci,
83    /// Ising anyons (Majorana fermions)
84    Ising,
85    /// Parafermion anyons
86    Parafermion,
87    /// SU(2)_k Chern-Simons anyons
88    ChernSimons(u32), // Level k
89}
90
91/// Boundary conditions for topological systems
92#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
93pub enum TopologicalBoundaryConditions {
94    /// Periodic boundary conditions
95    Periodic,
96    /// Open boundary conditions
97    Open,
98    /// Twisted boundary conditions
99    Twisted,
100    /// Antiperiodic boundary conditions
101    Antiperiodic,
102}
103
104/// Topological error correction codes
105#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
106pub enum TopologicalErrorCode {
107    /// Surface code (toric code)
108    SurfaceCode,
109    /// Color code
110    ColorCode,
111    /// Hypergraph product codes
112    HypergraphProductCode,
113    /// Quantum LDPC codes with topological structure
114    TopologicalLDPC,
115}
116
117/// Anyon type definition
118#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
119pub struct AnyonType {
120    /// Anyon label/identifier
121    pub label: String,
122    /// Quantum dimension
123    pub quantum_dimension: f64,
124    /// Topological charge
125    pub topological_charge: i32,
126    /// Fusion rules (what this anyon fuses to with others)
127    pub fusion_rules: HashMap<String, Vec<String>>,
128    /// R-matrix (braiding phase)
129    pub r_matrix: Complex64,
130    /// Whether this is an Abelian anyon
131    pub is_abelian: bool,
132}
133
134impl AnyonType {
135    /// Create vacuum anyon (identity)
136    pub fn vacuum() -> Self {
137        let mut fusion_rules = HashMap::new();
138        fusion_rules.insert("vacuum".to_string(), vec!["vacuum".to_string()]);
139
140        Self {
141            label: "vacuum".to_string(),
142            quantum_dimension: 1.0,
143            topological_charge: 0,
144            fusion_rules,
145            r_matrix: Complex64::new(1.0, 0.0),
146            is_abelian: true,
147        }
148    }
149
150    /// Create sigma anyon (Ising model)
151    pub fn sigma() -> Self {
152        let mut fusion_rules = HashMap::new();
153        fusion_rules.insert(
154            "sigma".to_string(),
155            vec!["vacuum".to_string(), "psi".to_string()],
156        );
157        fusion_rules.insert("psi".to_string(), vec!["sigma".to_string()]);
158        fusion_rules.insert("vacuum".to_string(), vec!["sigma".to_string()]);
159
160        Self {
161            label: "sigma".to_string(),
162            quantum_dimension: 2.0_f64.sqrt(),
163            topological_charge: 1,
164            fusion_rules,
165            r_matrix: Complex64::new(0.0, 1.0) * (PI / 8.0).exp(), // e^(iπ/8)
166            is_abelian: false,
167        }
168    }
169
170    /// Create tau anyon (Fibonacci model)
171    pub fn tau() -> Self {
172        let golden_ratio = (1.0 + 5.0_f64.sqrt()) / 2.0;
173        let mut fusion_rules = HashMap::new();
174        fusion_rules.insert(
175            "tau".to_string(),
176            vec!["vacuum".to_string(), "tau".to_string()],
177        );
178        fusion_rules.insert("vacuum".to_string(), vec!["tau".to_string()]);
179
180        Self {
181            label: "tau".to_string(),
182            quantum_dimension: golden_ratio,
183            topological_charge: 1,
184            fusion_rules,
185            r_matrix: Complex64::new(0.0, 1.0) * (4.0 * PI / 5.0).exp(), // e^(i4π/5)
186            is_abelian: false,
187        }
188    }
189}
190
191/// Anyon configuration on the lattice
192#[derive(Debug, Clone)]
193pub struct AnyonConfiguration {
194    /// Anyon positions and types
195    pub anyons: Vec<(Vec<usize>, AnyonType)>,
196    /// Worldlines connecting anyons
197    pub worldlines: Vec<AnyonWorldline>,
198    /// Fusion tree structure
199    pub fusion_tree: Option<FusionTree>,
200    /// Total topological charge
201    pub total_charge: i32,
202}
203
204/// Anyon worldline for braiding operations
205#[derive(Debug, Clone)]
206pub struct AnyonWorldline {
207    /// Anyon type
208    pub anyon_type: AnyonType,
209    /// Path of positions over time
210    pub path: Vec<Vec<usize>>,
211    /// Time stamps
212    pub time_stamps: Vec<f64>,
213    /// Braiding phase accumulated
214    pub accumulated_phase: Complex64,
215}
216
217/// Fusion tree for non-Abelian anyons
218#[derive(Debug, Clone)]
219pub struct FusionTree {
220    /// Tree structure (anyon indices and fusion outcomes)
221    pub tree_structure: Vec<FusionNode>,
222    /// Total quantum dimension
223    pub total_dimension: f64,
224    /// Basis labels
225    pub basis_labels: Vec<String>,
226}
227
228/// Node in fusion tree
229#[derive(Debug, Clone)]
230pub struct FusionNode {
231    /// Input anyon types
232    pub inputs: Vec<AnyonType>,
233    /// Output anyon type
234    pub output: AnyonType,
235    /// F-matrix elements
236    pub f_matrix: Array2<Complex64>,
237    /// Multiplicity
238    pub multiplicity: usize,
239}
240
241/// Topological quantum state
242#[derive(Debug, Clone)]
243pub struct TopologicalState {
244    /// Anyonic configuration
245    pub anyon_config: AnyonConfiguration,
246    /// Quantum state amplitudes
247    pub amplitudes: Array1<Complex64>,
248    /// Degeneracy of ground state
249    pub degeneracy: usize,
250    /// Topological invariants
251    pub topological_invariants: TopologicalInvariants,
252    /// Energy gap
253    pub energy_gap: f64,
254}
255
256/// Topological invariants
257#[derive(Debug, Clone, Default, Serialize, Deserialize)]
258pub struct TopologicalInvariants {
259    /// Chern number
260    pub chern_number: i32,
261    /// Winding number
262    pub winding_number: i32,
263    /// Z2 topological invariant
264    pub z2_invariant: bool,
265    /// Berry phase
266    pub berry_phase: f64,
267    /// Quantum Hall conductivity
268    pub hall_conductivity: f64,
269    /// Topological entanglement entropy
270    pub topological_entanglement_entropy: f64,
271}
272
273/// Braiding operation
274#[derive(Debug, Clone)]
275pub struct BraidingOperation {
276    /// Anyons being braided
277    pub anyon_indices: Vec<usize>,
278    /// Braiding type (clockwise/counterclockwise)
279    pub braiding_type: BraidingType,
280    /// Braiding matrix
281    pub braiding_matrix: Array2<Complex64>,
282    /// Execution time
283    pub execution_time: f64,
284}
285
286/// Type of braiding operation
287#[derive(Debug, Clone, Copy, PartialEq, Eq)]
288pub enum BraidingType {
289    /// Clockwise braiding
290    Clockwise,
291    /// Counterclockwise braiding
292    Counterclockwise,
293    /// Exchange operation
294    Exchange,
295    /// Identity (no braiding)
296    Identity,
297}
298
299/// Surface code for topological error correction
300#[derive(Debug, Clone)]
301pub struct SurfaceCode {
302    /// Code distance
303    pub distance: usize,
304    /// Data qubits positions
305    pub data_qubits: Vec<Vec<usize>>,
306    /// X-stabilizer positions
307    pub x_stabilizers: Vec<Vec<usize>>,
308    /// Z-stabilizer positions
309    pub z_stabilizers: Vec<Vec<usize>>,
310    /// Logical operators
311    pub logical_operators: LogicalOperators,
312    /// Error syndrome detection
313    pub syndrome_detectors: Vec<SyndromeDetector>,
314}
315
316/// Logical operators for surface code
317#[derive(Debug, Clone)]
318pub struct LogicalOperators {
319    /// Logical X operators
320    pub logical_x: Vec<Array1<bool>>,
321    /// Logical Z operators
322    pub logical_z: Vec<Array1<bool>>,
323    /// Number of logical qubits
324    pub num_logical_qubits: usize,
325}
326
327/// Syndrome detector for error correction
328#[derive(Debug, Clone)]
329pub struct SyndromeDetector {
330    /// Stabilizer type (X or Z)
331    pub stabilizer_type: StabilizerType,
332    /// Qubits measured by this detector
333    pub measured_qubits: Vec<usize>,
334    /// Detection threshold
335    pub threshold: f64,
336    /// Error correction suggestions
337    pub correction_map: HashMap<Vec<bool>, Vec<usize>>,
338}
339
340/// Type of stabilizer measurement
341#[derive(Debug, Clone, Copy, PartialEq, Eq)]
342pub enum StabilizerType {
343    /// Pauli-X stabilizer
344    PauliX,
345    /// Pauli-Z stabilizer
346    PauliZ,
347    /// Combined XZ stabilizer
348    XZ,
349}
350
351/// Topological quantum simulator
352pub struct TopologicalQuantumSimulator {
353    /// Configuration
354    config: TopologicalConfig,
355    /// Current topological state
356    state: TopologicalState,
357    /// Lattice structure
358    lattice: TopologicalLattice,
359    /// Anyon model implementation
360    anyon_model: Box<dyn AnyonModelImplementation + Send + Sync>,
361    /// Error correction system
362    error_correction: Option<SurfaceCode>,
363    /// Braiding history
364    braiding_history: Vec<BraidingOperation>,
365    /// Simulation statistics
366    stats: TopologicalSimulationStats,
367}
368
369/// Lattice structure for topological systems
370#[derive(Debug, Clone)]
371pub struct TopologicalLattice {
372    /// Lattice type
373    pub lattice_type: LatticeType,
374    /// Dimensions
375    pub dimensions: Vec<usize>,
376    /// Site positions
377    pub sites: Vec<Vec<f64>>,
378    /// Bonds between sites
379    pub bonds: Vec<(usize, usize)>,
380    /// Plaquettes (for gauge theories)
381    pub plaquettes: Vec<Vec<usize>>,
382    /// Coordination number
383    pub coordination_number: usize,
384}
385
386/// Simulation statistics
387#[derive(Debug, Clone, Default, Serialize, Deserialize)]
388pub struct TopologicalSimulationStats {
389    /// Number of braiding operations performed
390    pub braiding_operations: usize,
391    /// Total simulation time
392    pub total_simulation_time_ms: f64,
393    /// Average braiding time
394    pub avg_braiding_time_ms: f64,
395    /// Number of error corrections
396    pub error_corrections: usize,
397    /// Fidelity of operations
398    pub average_fidelity: f64,
399    /// Topological protection effectiveness
400    pub protection_effectiveness: f64,
401}
402
403/// Trait for anyon model implementations
404pub trait AnyonModelImplementation {
405    /// Get anyon types for this model
406    fn get_anyon_types(&self) -> Vec<AnyonType>;
407
408    /// Compute fusion coefficients
409    fn fusion_coefficients(&self, a: &AnyonType, b: &AnyonType, c: &AnyonType) -> Complex64;
410
411    /// Compute braiding matrix
412    fn braiding_matrix(&self, a: &AnyonType, b: &AnyonType) -> Array2<Complex64>;
413
414    /// Compute F-matrix
415    fn f_matrix(
416        &self,
417        a: &AnyonType,
418        b: &AnyonType,
419        c: &AnyonType,
420        d: &AnyonType,
421    ) -> Array2<Complex64>;
422
423    /// Check if model is Abelian
424    fn is_abelian(&self) -> bool;
425
426    /// Get model name
427    fn name(&self) -> &str;
428}
429
430impl TopologicalQuantumSimulator {
431    /// Create new topological quantum simulator
432    pub fn new(config: TopologicalConfig) -> Result<Self> {
433        let lattice = Self::create_lattice(&config)?;
434        let anyon_model = Self::create_anyon_model(&config.anyon_model)?;
435        let initial_state = Self::create_initial_topological_state(&config, &lattice)?;
436
437        let error_correction = if config.topological_protection {
438            Some(Self::create_surface_code(&config, &lattice)?)
439        } else {
440            None
441        };
442
443        Ok(Self {
444            config,
445            state: initial_state,
446            lattice,
447            anyon_model,
448            error_correction,
449            braiding_history: Vec::new(),
450            stats: TopologicalSimulationStats::default(),
451        })
452    }
453
454    /// Create lattice structure
455    fn create_lattice(config: &TopologicalConfig) -> Result<TopologicalLattice> {
456        match config.lattice_type {
457            LatticeType::SquareLattice => Self::create_square_lattice(&config.dimensions),
458            LatticeType::TriangularLattice => Self::create_triangular_lattice(&config.dimensions),
459            LatticeType::HexagonalLattice => Self::create_hexagonal_lattice(&config.dimensions),
460            LatticeType::HoneycombLattice => Self::create_honeycomb_lattice(&config.dimensions),
461            LatticeType::KagomeLattice => Self::create_kagome_lattice(&config.dimensions),
462            LatticeType::CustomLattice => Self::create_custom_lattice(&config.dimensions),
463        }
464    }
465
466    /// Create square lattice
467    fn create_square_lattice(dimensions: &[usize]) -> Result<TopologicalLattice> {
468        if dimensions.len() != 2 {
469            return Err(SimulatorError::InvalidInput(
470                "Square lattice requires 2D dimensions".to_string(),
471            ));
472        }
473
474        let (width, height) = (dimensions[0], dimensions[1]);
475        let mut sites = Vec::new();
476        let mut bonds = Vec::new();
477        let mut plaquettes = Vec::new();
478
479        // Create sites
480        for y in 0..height {
481            for x in 0..width {
482                sites.push(vec![x as f64, y as f64]);
483            }
484        }
485
486        // Create bonds (nearest neighbors)
487        for y in 0..height {
488            for x in 0..width {
489                let site = y * width + x;
490
491                // Horizontal bonds
492                if x < width - 1 {
493                    bonds.push((site, site + 1));
494                }
495
496                // Vertical bonds
497                if y < height - 1 {
498                    bonds.push((site, site + width));
499                }
500            }
501        }
502
503        // Create plaquettes (2x2 squares)
504        for y in 0..height - 1 {
505            for x in 0..width - 1 {
506                let plaquette = vec![
507                    y * width + x,           // Bottom-left
508                    y * width + x + 1,       // Bottom-right
509                    (y + 1) * width + x,     // Top-left
510                    (y + 1) * width + x + 1, // Top-right
511                ];
512                plaquettes.push(plaquette);
513            }
514        }
515
516        Ok(TopologicalLattice {
517            lattice_type: LatticeType::SquareLattice,
518            dimensions: dimensions.to_vec(),
519            sites,
520            bonds,
521            plaquettes,
522            coordination_number: 4,
523        })
524    }
525
526    /// Create triangular lattice
527    fn create_triangular_lattice(dimensions: &[usize]) -> Result<TopologicalLattice> {
528        if dimensions.len() != 2 {
529            return Err(SimulatorError::InvalidInput(
530                "Triangular lattice requires 2D dimensions".to_string(),
531            ));
532        }
533
534        let (width, height) = (dimensions[0], dimensions[1]);
535        let mut sites = Vec::new();
536        let mut bonds = Vec::new();
537        let mut plaquettes = Vec::new();
538
539        // Create sites with triangular arrangement
540        for y in 0..height {
541            for x in 0..width {
542                let x_pos = x as f64 + if y % 2 == 1 { 0.5 } else { 0.0 };
543                let y_pos = y as f64 * 3.0_f64.sqrt() / 2.0;
544                sites.push(vec![x_pos, y_pos]);
545            }
546        }
547
548        // Create bonds (6 nearest neighbors for triangular lattice)
549        for y in 0..height {
550            for x in 0..width {
551                let site = y * width + x;
552
553                // Right neighbor
554                if x < width - 1 {
555                    bonds.push((site, site + 1));
556                }
557
558                // Upper neighbors
559                if y < height - 1 {
560                    bonds.push((site, site + width));
561
562                    if y % 2 == 0 && x < width - 1 {
563                        bonds.push((site, site + width + 1));
564                    } else if y % 2 == 1 && x > 0 {
565                        bonds.push((site, site + width - 1));
566                    }
567                }
568            }
569        }
570
571        // Create triangular plaquettes
572        for y in 0..height - 1 {
573            for x in 0..width - 1 {
574                if y % 2 == 0 {
575                    // Upward triangles
576                    let plaquette = vec![y * width + x, y * width + x + 1, (y + 1) * width + x];
577                    plaquettes.push(plaquette);
578                }
579            }
580        }
581
582        Ok(TopologicalLattice {
583            lattice_type: LatticeType::TriangularLattice,
584            dimensions: dimensions.to_vec(),
585            sites,
586            bonds,
587            plaquettes,
588            coordination_number: 6,
589        })
590    }
591
592    /// Create hexagonal lattice
593    fn create_hexagonal_lattice(dimensions: &[usize]) -> Result<TopologicalLattice> {
594        if dimensions.len() != 2 {
595            return Err(SimulatorError::InvalidInput(
596                "Hexagonal lattice requires 2D dimensions".to_string(),
597            ));
598        }
599
600        let (width, height) = (dimensions[0], dimensions[1]);
601        let mut sites = Vec::new();
602        let mut bonds = Vec::new();
603        let mut plaquettes = Vec::new();
604
605        // Create hexagonal arrangement
606        for y in 0..height {
607            for x in 0..width {
608                let x_pos = x as f64 * 1.5;
609                let y_pos = y as f64 * 3.0_f64.sqrt()
610                    + if x % 2 == 1 {
611                        3.0_f64.sqrt() / 2.0
612                    } else {
613                        0.0
614                    };
615                sites.push(vec![x_pos, y_pos]);
616            }
617        }
618
619        // Create bonds for hexagonal coordination
620        for y in 0..height {
621            for x in 0..width {
622                let site = y * width + x;
623
624                // Horizontal neighbor
625                if x < width - 1 {
626                    bonds.push((site, site + 1));
627                }
628
629                // Vertical neighbors (depending on column parity)
630                if y < height - 1 {
631                    bonds.push((site, site + width));
632                }
633
634                if y > 0 {
635                    bonds.push((site, site - width));
636                }
637            }
638        }
639
640        // Create hexagonal plaquettes
641        for y in 1..height - 1 {
642            for x in 1..width - 1 {
643                let plaquette = vec![
644                    (y - 1) * width + x,
645                    (y - 1) * width + x + 1,
646                    y * width + x + 1,
647                    (y + 1) * width + x + 1,
648                    (y + 1) * width + x,
649                    y * width + x,
650                ];
651                plaquettes.push(plaquette);
652            }
653        }
654
655        Ok(TopologicalLattice {
656            lattice_type: LatticeType::HexagonalLattice,
657            dimensions: dimensions.to_vec(),
658            sites,
659            bonds,
660            plaquettes,
661            coordination_number: 3,
662        })
663    }
664
665    /// Create honeycomb lattice (for Kitaev model)
666    fn create_honeycomb_lattice(dimensions: &[usize]) -> Result<TopologicalLattice> {
667        if dimensions.len() != 2 {
668            return Err(SimulatorError::InvalidInput(
669                "Honeycomb lattice requires 2D dimensions".to_string(),
670            ));
671        }
672
673        let (width, height) = (dimensions[0], dimensions[1]);
674        let mut sites = Vec::new();
675        let mut bonds = Vec::new();
676        let mut plaquettes = Vec::new();
677
678        // Honeycomb has two sublattices A and B
679        for y in 0..height {
680            for x in 0..width {
681                // A sublattice
682                let x_a = x as f64 * 3.0 / 2.0;
683                let y_a = y as f64 * 3.0_f64.sqrt();
684                sites.push(vec![x_a, y_a]);
685
686                // B sublattice
687                let x_b = x as f64 * 3.0 / 2.0 + 1.0;
688                let y_b = y as f64 * 3.0_f64.sqrt() + 3.0_f64.sqrt() / 3.0;
689                sites.push(vec![x_b, y_b]);
690            }
691        }
692
693        // Create bonds between A and B sublattices
694        for y in 0..height {
695            for x in 0..width {
696                let a_site = 2 * (y * width + x);
697                let b_site = a_site + 1;
698
699                // Connect A to B in same unit cell
700                bonds.push((a_site, b_site));
701
702                // Connect to neighboring cells
703                if x < width - 1 {
704                    bonds.push((b_site, a_site + 2));
705                }
706
707                if y < height - 1 {
708                    bonds.push((b_site, a_site + 2 * width));
709                }
710            }
711        }
712
713        // Create hexagonal plaquettes for honeycomb
714        for y in 0..height - 1 {
715            for x in 0..width - 1 {
716                let plaquette = vec![
717                    2 * (y * width + x),           // A
718                    2 * (y * width + x) + 1,       // B
719                    2 * (y * width + x + 1),       // A'
720                    2 * (y * width + x + 1) + 1,   // B'
721                    2 * ((y + 1) * width + x),     // A''
722                    2 * ((y + 1) * width + x) + 1, // B''
723                ];
724                plaquettes.push(plaquette);
725            }
726        }
727
728        Ok(TopologicalLattice {
729            lattice_type: LatticeType::HoneycombLattice,
730            dimensions: dimensions.to_vec(),
731            sites,
732            bonds,
733            plaquettes,
734            coordination_number: 3,
735        })
736    }
737
738    /// Create Kagome lattice
739    fn create_kagome_lattice(dimensions: &[usize]) -> Result<TopologicalLattice> {
740        if dimensions.len() != 2 {
741            return Err(SimulatorError::InvalidInput(
742                "Kagome lattice requires 2D dimensions".to_string(),
743            ));
744        }
745
746        let (width, height) = (dimensions[0], dimensions[1]);
747        let mut sites = Vec::new();
748        let mut bonds = Vec::new();
749        let mut plaquettes = Vec::new();
750
751        // Kagome has three sites per unit cell
752        for y in 0..height {
753            for x in 0..width {
754                let base_x = x as f64 * 2.0;
755                let base_y = y as f64 * 3.0_f64.sqrt();
756
757                // Three sites forming kagome unit
758                sites.push(vec![base_x, base_y]);
759                sites.push(vec![base_x + 1.0, base_y]);
760                sites.push(vec![base_x + 0.5, base_y + 3.0_f64.sqrt() / 2.0]);
761            }
762        }
763
764        // Create bonds for kagome structure
765        for y in 0..height {
766            for x in 0..width {
767                let base_site = 3 * (y * width + x);
768
769                // Internal triangle bonds
770                bonds.push((base_site, base_site + 1));
771                bonds.push((base_site + 1, base_site + 2));
772                bonds.push((base_site + 2, base_site));
773
774                // Inter-unit bonds
775                if x < width - 1 {
776                    bonds.push((base_site + 1, base_site + 3));
777                }
778
779                if y < height - 1 {
780                    bonds.push((base_site + 2, base_site + 3 * width));
781                }
782            }
783        }
784
785        // Create triangular and hexagonal plaquettes
786        for y in 0..height {
787            for x in 0..width {
788                let base_site = 3 * (y * width + x);
789
790                // Triangular plaquette
791                let triangle = vec![base_site, base_site + 1, base_site + 2];
792                plaquettes.push(triangle);
793
794                // Hexagonal plaquettes (if neighbors exist)
795                if x < width - 1 && y < height - 1 {
796                    let hexagon = vec![
797                        base_site + 1,
798                        base_site + 3,
799                        base_site + 3 + 2,
800                        base_site + 3 * width + 2,
801                        base_site + 3 * width,
802                        base_site + 2,
803                    ];
804                    plaquettes.push(hexagon);
805                }
806            }
807        }
808
809        Ok(TopologicalLattice {
810            lattice_type: LatticeType::KagomeLattice,
811            dimensions: dimensions.to_vec(),
812            sites,
813            bonds,
814            plaquettes,
815            coordination_number: 4,
816        })
817    }
818
819    /// Create custom lattice
820    fn create_custom_lattice(dimensions: &[usize]) -> Result<TopologicalLattice> {
821        // For now, default to square lattice for custom
822        Self::create_square_lattice(dimensions)
823    }
824
825    /// Create anyon model implementation
826    fn create_anyon_model(
827        model: &AnyonModel,
828    ) -> Result<Box<dyn AnyonModelImplementation + Send + Sync>> {
829        match model {
830            AnyonModel::Abelian => Ok(Box::new(AbelianAnyons::new())),
831            AnyonModel::NonAbelian => Ok(Box::new(NonAbelianAnyons::new())),
832            AnyonModel::Fibonacci => Ok(Box::new(FibonacciAnyons::new())),
833            AnyonModel::Ising => Ok(Box::new(IsingAnyons::new())),
834            AnyonModel::Parafermion => Ok(Box::new(ParafermionAnyons::new())),
835            AnyonModel::ChernSimons(k) => Ok(Box::new(ChernSimonsAnyons::new(*k))),
836        }
837    }
838
839    /// Create initial topological state
840    fn create_initial_topological_state(
841        config: &TopologicalConfig,
842        lattice: &TopologicalLattice,
843    ) -> Result<TopologicalState> {
844        // Create vacuum state with no anyons
845        let anyon_config = AnyonConfiguration {
846            anyons: Vec::new(),
847            worldlines: Vec::new(),
848            fusion_tree: None,
849            total_charge: 0,
850        };
851
852        // Initialize ground state (typically degenerate for topological phases)
853        let degeneracy = Self::calculate_ground_state_degeneracy(config, lattice);
854        let amplitudes = Array1::zeros(degeneracy);
855
856        let topological_invariants = TopologicalInvariants::default();
857
858        Ok(TopologicalState {
859            anyon_config,
860            amplitudes,
861            degeneracy,
862            topological_invariants,
863            energy_gap: config.magnetic_field, // Simplification
864        })
865    }
866
867    /// Calculate ground state degeneracy
868    fn calculate_ground_state_degeneracy(
869        config: &TopologicalConfig,
870        lattice: &TopologicalLattice,
871    ) -> usize {
872        match config.anyon_model {
873            AnyonModel::Abelian => {
874                // For Abelian anyons, degeneracy depends on genus
875                let genus = Self::calculate_genus(lattice);
876                2_usize.pow(genus as u32)
877            }
878            AnyonModel::Fibonacci => {
879                // Fibonacci anyons: exponential degeneracy
880                let num_qubits = lattice.sites.len() / 2;
881                let golden_ratio = (1.0 + 5.0_f64.sqrt()) / 2.0;
882                (golden_ratio.powi(num_qubits as i32) / 5.0_f64.sqrt()).round() as usize
883            }
884            AnyonModel::Ising => {
885                // Ising anyons: 2^(n/2) for n Majorana modes
886                let num_majoranas = lattice.sites.len();
887                2_usize.pow((num_majoranas / 2) as u32)
888            }
889            _ => 1, // Default to non-degenerate
890        }
891    }
892
893    /// Calculate topological genus
894    fn calculate_genus(lattice: &TopologicalLattice) -> usize {
895        // Simplified genus calculation: V - E + F = 2 - 2g
896        let vertices = lattice.sites.len();
897        let edges = lattice.bonds.len();
898        let faces = lattice.plaquettes.len() + 1; // +1 for outer face
899
900        let euler_characteristic = vertices as i32 - edges as i32 + faces as i32;
901        let genus = (2 - euler_characteristic) / 2;
902        genus.max(0) as usize
903    }
904
905    /// Create surface code for error correction
906    fn create_surface_code(
907        config: &TopologicalConfig,
908        lattice: &TopologicalLattice,
909    ) -> Result<SurfaceCode> {
910        match config.error_correction_code {
911            TopologicalErrorCode::SurfaceCode => {
912                Self::create_toric_surface_code(&config.dimensions)
913            }
914            TopologicalErrorCode::ColorCode => Self::create_color_code(&config.dimensions),
915            _ => {
916                // Default to surface code
917                Self::create_toric_surface_code(&config.dimensions)
918            }
919        }
920    }
921
922    /// Create toric surface code
923    fn create_toric_surface_code(dimensions: &[usize]) -> Result<SurfaceCode> {
924        if dimensions.len() != 2 {
925            return Err(SimulatorError::InvalidInput(
926                "Surface code requires 2D lattice".to_string(),
927            ));
928        }
929
930        let distance = dimensions[0].min(dimensions[1]);
931        let mut data_qubits = Vec::new();
932        let mut x_stabilizers = Vec::new();
933        let mut z_stabilizers = Vec::new();
934
935        // Create data qubits on edges of square lattice
936        for y in 0..distance {
937            for x in 0..distance {
938                // Horizontal edges
939                data_qubits.push(vec![x, y, 0]); // 0 = horizontal
940                                                 // Vertical edges
941                data_qubits.push(vec![x, y, 1]); // 1 = vertical
942            }
943        }
944
945        // Create X-stabilizers (star operators) on vertices
946        for y in 0..distance {
947            for x in 0..distance {
948                let stabilizer_pos = vec![x, y];
949                x_stabilizers.push(stabilizer_pos);
950            }
951        }
952
953        // Create Z-stabilizers (plaquette operators) on faces
954        for y in 0..distance - 1 {
955            for x in 0..distance - 1 {
956                let stabilizer_pos = vec![x, y];
957                z_stabilizers.push(stabilizer_pos);
958            }
959        }
960
961        // Create logical operators
962        let logical_x = vec![Array1::from_elem(distance, true)];
963        let logical_z = vec![Array1::from_elem(distance, true)];
964
965        let logical_operators = LogicalOperators {
966            logical_x,
967            logical_z,
968            num_logical_qubits: 1,
969        };
970
971        // Create syndrome detectors
972        let mut syndrome_detectors = Vec::new();
973
974        for stabilizer in &x_stabilizers {
975            let detector = SyndromeDetector {
976                stabilizer_type: StabilizerType::PauliX,
977                measured_qubits: vec![0, 1, 2, 3], // Simplified
978                threshold: 0.5,
979                correction_map: HashMap::new(),
980            };
981            syndrome_detectors.push(detector);
982        }
983
984        for stabilizer in &z_stabilizers {
985            let detector = SyndromeDetector {
986                stabilizer_type: StabilizerType::PauliZ,
987                measured_qubits: vec![0, 1, 2, 3], // Simplified
988                threshold: 0.5,
989                correction_map: HashMap::new(),
990            };
991            syndrome_detectors.push(detector);
992        }
993
994        Ok(SurfaceCode {
995            distance,
996            data_qubits,
997            x_stabilizers,
998            z_stabilizers,
999            logical_operators,
1000            syndrome_detectors,
1001        })
1002    }
1003
1004    /// Create color code
1005    fn create_color_code(dimensions: &[usize]) -> Result<SurfaceCode> {
1006        // For now, create a simplified version that falls back to surface code
1007        Self::create_toric_surface_code(dimensions)
1008    }
1009
1010    /// Place anyon on the lattice
1011    pub fn place_anyon(&mut self, anyon_type: AnyonType, position: Vec<usize>) -> Result<usize> {
1012        // Validate position
1013        if position.len() != self.config.dimensions.len() {
1014            return Err(SimulatorError::InvalidInput(
1015                "Position dimension mismatch".to_string(),
1016            ));
1017        }
1018
1019        for (i, &pos) in position.iter().enumerate() {
1020            if pos >= self.config.dimensions[i] {
1021                return Err(SimulatorError::InvalidInput(
1022                    "Position out of bounds".to_string(),
1023                ));
1024            }
1025        }
1026
1027        // Add anyon to configuration
1028        let anyon_id = self.state.anyon_config.anyons.len();
1029        self.state
1030            .anyon_config
1031            .anyons
1032            .push((position.clone(), anyon_type.clone()));
1033
1034        // Update total charge
1035        self.state.anyon_config.total_charge += anyon_type.topological_charge;
1036
1037        // Create worldline for tracking
1038        let worldline = AnyonWorldline {
1039            anyon_type,
1040            path: vec![position],
1041            time_stamps: vec![0.0],
1042            accumulated_phase: Complex64::new(1.0, 0.0),
1043        };
1044        self.state.anyon_config.worldlines.push(worldline);
1045
1046        Ok(anyon_id)
1047    }
1048
1049    /// Perform braiding operation between two anyons
1050    pub fn braid_anyons(
1051        &mut self,
1052        anyon_a: usize,
1053        anyon_b: usize,
1054        braiding_type: BraidingType,
1055    ) -> Result<Complex64> {
1056        let start_time = std::time::Instant::now();
1057
1058        if anyon_a >= self.state.anyon_config.anyons.len()
1059            || anyon_b >= self.state.anyon_config.anyons.len()
1060        {
1061            return Err(SimulatorError::InvalidInput(
1062                "Invalid anyon indices".to_string(),
1063            ));
1064        }
1065
1066        let (_, ref type_a) = &self.state.anyon_config.anyons[anyon_a];
1067        let (_, ref type_b) = &self.state.anyon_config.anyons[anyon_b];
1068
1069        // Compute braiding matrix
1070        let braiding_matrix = self.anyon_model.braiding_matrix(type_a, type_b);
1071
1072        // Compute braiding phase
1073        let braiding_phase = match braiding_type {
1074            BraidingType::Clockwise => type_a.r_matrix * type_b.r_matrix.conj(),
1075            BraidingType::Counterclockwise => type_a.r_matrix.conj() * type_b.r_matrix,
1076            BraidingType::Exchange => type_a.r_matrix * type_b.r_matrix,
1077            BraidingType::Identity => Complex64::new(1.0, 0.0),
1078        };
1079
1080        // Update worldlines
1081        let current_time = self.braiding_history.len() as f64;
1082        if anyon_a < self.state.anyon_config.worldlines.len() {
1083            self.state.anyon_config.worldlines[anyon_a]
1084                .time_stamps
1085                .push(current_time);
1086            self.state.anyon_config.worldlines[anyon_a].accumulated_phase *= braiding_phase;
1087        }
1088        if anyon_b < self.state.anyon_config.worldlines.len() {
1089            self.state.anyon_config.worldlines[anyon_b]
1090                .time_stamps
1091                .push(current_time);
1092            self.state.anyon_config.worldlines[anyon_b].accumulated_phase *= braiding_phase.conj();
1093        }
1094
1095        // Apply braiding to quantum state
1096        for amplitude in self.state.amplitudes.iter_mut() {
1097            *amplitude *= braiding_phase;
1098        }
1099
1100        let execution_time = start_time.elapsed().as_secs_f64() * 1000.0;
1101
1102        // Record braiding operation
1103        let braiding_op = BraidingOperation {
1104            anyon_indices: vec![anyon_a, anyon_b],
1105            braiding_type,
1106            braiding_matrix,
1107            execution_time,
1108        };
1109        self.braiding_history.push(braiding_op);
1110
1111        // Update statistics
1112        self.stats.braiding_operations += 1;
1113        self.stats.avg_braiding_time_ms = (self.stats.avg_braiding_time_ms
1114            * (self.stats.braiding_operations - 1) as f64
1115            + execution_time)
1116            / self.stats.braiding_operations as f64;
1117
1118        Ok(braiding_phase)
1119    }
1120
1121    /// Move anyon to new position
1122    pub fn move_anyon(&mut self, anyon_id: usize, new_position: Vec<usize>) -> Result<()> {
1123        if anyon_id >= self.state.anyon_config.anyons.len() {
1124            return Err(SimulatorError::InvalidInput("Invalid anyon ID".to_string()));
1125        }
1126
1127        // Validate new position
1128        for (i, &pos) in new_position.iter().enumerate() {
1129            if pos >= self.config.dimensions[i] {
1130                return Err(SimulatorError::InvalidInput(
1131                    "New position out of bounds".to_string(),
1132                ));
1133            }
1134        }
1135
1136        // Update anyon position
1137        self.state.anyon_config.anyons[anyon_id].0 = new_position.clone();
1138
1139        // Update worldline
1140        if anyon_id < self.state.anyon_config.worldlines.len() {
1141            self.state.anyon_config.worldlines[anyon_id]
1142                .path
1143                .push(new_position);
1144            let current_time = self.braiding_history.len() as f64;
1145            self.state.anyon_config.worldlines[anyon_id]
1146                .time_stamps
1147                .push(current_time);
1148        }
1149
1150        Ok(())
1151    }
1152
1153    /// Fuse two anyons
1154    pub fn fuse_anyons(&mut self, anyon_a: usize, anyon_b: usize) -> Result<Vec<AnyonType>> {
1155        if anyon_a >= self.state.anyon_config.anyons.len()
1156            || anyon_b >= self.state.anyon_config.anyons.len()
1157        {
1158            return Err(SimulatorError::InvalidInput(
1159                "Invalid anyon indices".to_string(),
1160            ));
1161        }
1162
1163        let type_a = &self.state.anyon_config.anyons[anyon_a].1;
1164        let type_b = &self.state.anyon_config.anyons[anyon_b].1;
1165
1166        // Get fusion outcomes from fusion rules
1167        let fusion_outcomes = if let Some(outcomes) = type_a.fusion_rules.get(&type_b.label) {
1168            outcomes.clone()
1169        } else {
1170            vec!["vacuum".to_string()] // Default to vacuum
1171        };
1172
1173        // Convert outcome labels to anyon types
1174        let outcome_types: Vec<AnyonType> = fusion_outcomes
1175            .iter()
1176            .map(|label| self.create_anyon_from_label(label))
1177            .collect::<Result<Vec<_>>>()?;
1178
1179        // Remove the original anyons
1180        // Note: This is simplified - in a full implementation, we'd need to handle
1181        // the quantum superposition of fusion outcomes
1182        let mut indices_to_remove = vec![anyon_a, anyon_b];
1183        indices_to_remove.sort_by(|a, b| b.cmp(a)); // Remove in reverse order
1184
1185        for &index in &indices_to_remove {
1186            if index < self.state.anyon_config.anyons.len() {
1187                self.state.anyon_config.anyons.remove(index);
1188            }
1189            if index < self.state.anyon_config.worldlines.len() {
1190                self.state.anyon_config.worldlines.remove(index);
1191            }
1192        }
1193
1194        Ok(outcome_types)
1195    }
1196
1197    /// Create anyon from label
1198    fn create_anyon_from_label(&self, label: &str) -> Result<AnyonType> {
1199        match label {
1200            "vacuum" => Ok(AnyonType::vacuum()),
1201            "sigma" => Ok(AnyonType::sigma()),
1202            "tau" => Ok(AnyonType::tau()),
1203            _ => {
1204                // Create a generic anyon
1205                Ok(AnyonType {
1206                    label: label.to_string(),
1207                    quantum_dimension: 1.0,
1208                    topological_charge: 0,
1209                    fusion_rules: HashMap::new(),
1210                    r_matrix: Complex64::new(1.0, 0.0),
1211                    is_abelian: true,
1212                })
1213            }
1214        }
1215    }
1216
1217    /// Calculate topological invariants
1218    pub fn calculate_topological_invariants(&mut self) -> Result<TopologicalInvariants> {
1219        let mut invariants = TopologicalInvariants::default();
1220
1221        // Calculate Chern number (simplified)
1222        invariants.chern_number = self.calculate_chern_number()?;
1223
1224        // Calculate winding number
1225        invariants.winding_number = self.calculate_winding_number()?;
1226
1227        // Calculate Z2 invariant
1228        invariants.z2_invariant = self.calculate_z2_invariant()?;
1229
1230        // Calculate Berry phase
1231        invariants.berry_phase = self.calculate_berry_phase()?;
1232
1233        // Calculate quantum Hall conductivity
1234        invariants.hall_conductivity = invariants.chern_number as f64 * 2.0 * PI / 137.0; // e²/h units
1235
1236        // Calculate topological entanglement entropy
1237        invariants.topological_entanglement_entropy =
1238            self.calculate_topological_entanglement_entropy()?;
1239
1240        self.state.topological_invariants = invariants.clone();
1241        Ok(invariants)
1242    }
1243
1244    /// Calculate Chern number
1245    fn calculate_chern_number(&self) -> Result<i32> {
1246        // Simplified Chern number calculation
1247        // In a full implementation, this would involve Berry curvature integration
1248        let magnetic_flux = self.config.magnetic_field * self.lattice.sites.len() as f64;
1249        let flux_quanta = (magnetic_flux / (2.0 * PI)).round() as i32;
1250        Ok(flux_quanta)
1251    }
1252
1253    /// Calculate winding number
1254    fn calculate_winding_number(&self) -> Result<i32> {
1255        // Simplified winding number for 1D systems
1256        match self.config.dimensions.len() {
1257            1 => Ok(1), // Assume non-trivial winding
1258            _ => Ok(0), // No winding in higher dimensions for this simple model
1259        }
1260    }
1261
1262    /// Calculate Z2 invariant
1263    fn calculate_z2_invariant(&self) -> Result<bool> {
1264        // Simplified Z2 calculation based on time-reversal symmetry
1265        let time_reversal_broken = self.config.magnetic_field.abs() > 1e-10;
1266        Ok(!time_reversal_broken)
1267    }
1268
1269    /// Calculate Berry phase
1270    fn calculate_berry_phase(&self) -> Result<f64> {
1271        // Simplified Berry phase calculation
1272        let total_braiding_phase: Complex64 = self
1273            .state
1274            .anyon_config
1275            .worldlines
1276            .iter()
1277            .map(|wl| wl.accumulated_phase)
1278            .fold(Complex64::new(1.0, 0.0), |acc, phase| acc * phase);
1279
1280        Ok(total_braiding_phase.arg())
1281    }
1282
1283    /// Calculate topological entanglement entropy
1284    fn calculate_topological_entanglement_entropy(&self) -> Result<f64> {
1285        // For topological phases, S_topo = -γ log(D) where D is total quantum dimension
1286        let total_quantum_dimension: f64 = self
1287            .anyon_model
1288            .get_anyon_types()
1289            .iter()
1290            .map(|anyon| anyon.quantum_dimension * anyon.quantum_dimension)
1291            .sum();
1292
1293        let gamma = match self.config.anyon_model {
1294            AnyonModel::Abelian => 0.0,
1295            AnyonModel::Fibonacci => 0.5 * (5.0_f64.sqrt() - 1.0) / 2.0, // φ - 1
1296            AnyonModel::Ising => 0.5,
1297            _ => 0.5, // Default value
1298        };
1299
1300        Ok(-gamma * total_quantum_dimension.ln())
1301    }
1302
1303    /// Detect and correct topological errors
1304    pub fn detect_and_correct_errors(&mut self) -> Result<Vec<bool>> {
1305        if let Some(ref surface_code) = self.error_correction {
1306            let mut syndrome = Vec::new();
1307
1308            // Measure stabilizers
1309            for detector in &surface_code.syndrome_detectors {
1310                let measurement = self.measure_stabilizer(detector)?;
1311                syndrome.push(measurement);
1312            }
1313
1314            // Apply corrections based on syndrome
1315            let corrections = self.decode_syndrome(&syndrome)?;
1316            self.apply_corrections(&corrections)?;
1317
1318            self.stats.error_corrections += 1;
1319            Ok(syndrome)
1320        } else {
1321            Ok(Vec::new())
1322        }
1323    }
1324
1325    /// Measure stabilizer
1326    fn measure_stabilizer(&self, detector: &SyndromeDetector) -> Result<bool> {
1327        // Simplified stabilizer measurement
1328        // In a real implementation, this would measure Pauli operators
1329        let probability = match detector.stabilizer_type {
1330            StabilizerType::PauliX => 0.1, // Low error probability
1331            StabilizerType::PauliZ => 0.1,
1332            StabilizerType::XZ => 0.05,
1333        };
1334
1335        Ok(fastrand::f64() < probability)
1336    }
1337
1338    /// Decode error syndrome
1339    fn decode_syndrome(&self, syndrome: &[bool]) -> Result<Vec<usize>> {
1340        // Simplified syndrome decoding
1341        // In practice, this would use sophisticated decoders like MWPM
1342        let mut corrections = Vec::new();
1343
1344        for (i, &error) in syndrome.iter().enumerate() {
1345            if error {
1346                corrections.push(i);
1347            }
1348        }
1349
1350        Ok(corrections)
1351    }
1352
1353    /// Apply error corrections
1354    fn apply_corrections(&mut self, corrections: &[usize]) -> Result<()> {
1355        // Apply Pauli corrections to the quantum state
1356        for &correction_site in corrections {
1357            if correction_site < self.state.amplitudes.len() {
1358                // Apply bit flip or phase flip correction
1359                // This is simplified - real implementation would apply proper Pauli operators
1360                self.state.amplitudes[correction_site] *= Complex64::new(-1.0, 0.0);
1361            }
1362        }
1363
1364        Ok(())
1365    }
1366
1367    /// Get current topological state
1368    pub fn get_state(&self) -> &TopologicalState {
1369        &self.state
1370    }
1371
1372    /// Get braiding history
1373    pub fn get_braiding_history(&self) -> &[BraidingOperation] {
1374        &self.braiding_history
1375    }
1376
1377    /// Get simulation statistics
1378    pub fn get_stats(&self) -> &TopologicalSimulationStats {
1379        &self.stats
1380    }
1381
1382    /// Reset simulation
1383    pub fn reset(&mut self) -> Result<()> {
1384        self.state = Self::create_initial_topological_state(&self.config, &self.lattice)?;
1385        self.braiding_history.clear();
1386        self.stats = TopologicalSimulationStats::default();
1387        Ok(())
1388    }
1389}
1390
1391// Anyon model implementations
1392
1393/// Abelian anyon model
1394pub struct AbelianAnyons {
1395    anyon_types: Vec<AnyonType>,
1396}
1397
1398impl AbelianAnyons {
1399    pub fn new() -> Self {
1400        let anyon_types = vec![AnyonType::vacuum()];
1401        Self { anyon_types }
1402    }
1403}
1404
1405impl AnyonModelImplementation for AbelianAnyons {
1406    fn get_anyon_types(&self) -> Vec<AnyonType> {
1407        self.anyon_types.clone()
1408    }
1409
1410    fn fusion_coefficients(&self, a: &AnyonType, b: &AnyonType, c: &AnyonType) -> Complex64 {
1411        // Abelian fusion: always 0 or 1
1412        if a.topological_charge + b.topological_charge == c.topological_charge {
1413            Complex64::new(1.0, 0.0)
1414        } else {
1415            Complex64::new(0.0, 0.0)
1416        }
1417    }
1418
1419    fn braiding_matrix(&self, a: &AnyonType, b: &AnyonType) -> Array2<Complex64> {
1420        let phase = a.r_matrix * b.r_matrix.conj();
1421        Array2::from_shape_vec((1, 1), vec![phase]).unwrap()
1422    }
1423
1424    fn f_matrix(
1425        &self,
1426        _a: &AnyonType,
1427        _b: &AnyonType,
1428        _c: &AnyonType,
1429        _d: &AnyonType,
1430    ) -> Array2<Complex64> {
1431        // Trivial F-matrix for Abelian anyons
1432        Array2::eye(1)
1433    }
1434
1435    fn is_abelian(&self) -> bool {
1436        true
1437    }
1438
1439    fn name(&self) -> &str {
1440        "Abelian Anyons"
1441    }
1442}
1443
1444/// Non-Abelian anyon model (generic)
1445pub struct NonAbelianAnyons {
1446    anyon_types: Vec<AnyonType>,
1447}
1448
1449impl NonAbelianAnyons {
1450    pub fn new() -> Self {
1451        let anyon_types = vec![AnyonType::vacuum(), AnyonType::sigma()];
1452        Self { anyon_types }
1453    }
1454}
1455
1456impl AnyonModelImplementation for NonAbelianAnyons {
1457    fn get_anyon_types(&self) -> Vec<AnyonType> {
1458        self.anyon_types.clone()
1459    }
1460
1461    fn fusion_coefficients(&self, a: &AnyonType, b: &AnyonType, c: &AnyonType) -> Complex64 {
1462        // Non-Abelian fusion coefficients
1463        if let Some(outcomes) = a.fusion_rules.get(&b.label) {
1464            if outcomes.contains(&c.label) {
1465                Complex64::new(1.0, 0.0)
1466            } else {
1467                Complex64::new(0.0, 0.0)
1468            }
1469        } else {
1470            Complex64::new(0.0, 0.0)
1471        }
1472    }
1473
1474    fn braiding_matrix(&self, a: &AnyonType, b: &AnyonType) -> Array2<Complex64> {
1475        let dim = (a.quantum_dimension * b.quantum_dimension) as usize;
1476        let mut matrix = Array2::eye(dim);
1477
1478        // Non-trivial braiding for non-Abelian anyons
1479        if !a.is_abelian || !b.is_abelian {
1480            let phase = a.r_matrix * b.r_matrix.conj();
1481            matrix[[0, 0]] = phase;
1482            if dim > 1 {
1483                matrix[[1, 1]] = phase.conj();
1484            }
1485        }
1486
1487        matrix
1488    }
1489
1490    fn f_matrix(
1491        &self,
1492        _a: &AnyonType,
1493        _b: &AnyonType,
1494        _c: &AnyonType,
1495        _d: &AnyonType,
1496    ) -> Array2<Complex64> {
1497        // Simplified F-matrix
1498        Array2::eye(2)
1499    }
1500
1501    fn is_abelian(&self) -> bool {
1502        false
1503    }
1504
1505    fn name(&self) -> &str {
1506        "Non-Abelian Anyons"
1507    }
1508}
1509
1510/// Fibonacci anyon model
1511pub struct FibonacciAnyons {
1512    anyon_types: Vec<AnyonType>,
1513}
1514
1515impl FibonacciAnyons {
1516    pub fn new() -> Self {
1517        let anyon_types = vec![AnyonType::vacuum(), AnyonType::tau()];
1518        Self { anyon_types }
1519    }
1520}
1521
1522impl AnyonModelImplementation for FibonacciAnyons {
1523    fn get_anyon_types(&self) -> Vec<AnyonType> {
1524        self.anyon_types.clone()
1525    }
1526
1527    fn fusion_coefficients(&self, a: &AnyonType, b: &AnyonType, c: &AnyonType) -> Complex64 {
1528        // Fibonacci fusion rules: τ × τ = 1 + τ
1529        match (a.label.as_str(), b.label.as_str(), c.label.as_str()) {
1530            ("tau", "tau", "vacuum") | ("tau", "tau", "tau") => Complex64::new(1.0, 0.0),
1531            ("vacuum", _, label) | (_, "vacuum", label) if label == a.label || label == b.label => {
1532                Complex64::new(1.0, 0.0)
1533            }
1534            _ => Complex64::new(0.0, 0.0),
1535        }
1536    }
1537
1538    fn braiding_matrix(&self, a: &AnyonType, b: &AnyonType) -> Array2<Complex64> {
1539        if a.label == "tau" && b.label == "tau" {
1540            let phi = (1.0 + 5.0_f64.sqrt()) / 2.0; // Golden ratio
1541            let phase = Complex64::new(0.0, 1.0) * (4.0 * PI / 5.0).exp();
1542
1543            Array2::from_shape_vec(
1544                (2, 2),
1545                vec![
1546                    phase,
1547                    Complex64::new(0.0, 0.0),
1548                    Complex64::new(0.0, 0.0),
1549                    phase * Complex64::new(-1.0 / phi, 0.0),
1550                ],
1551            )
1552            .unwrap()
1553        } else {
1554            Array2::eye(1)
1555        }
1556    }
1557
1558    fn f_matrix(
1559        &self,
1560        _a: &AnyonType,
1561        _b: &AnyonType,
1562        _c: &AnyonType,
1563        _d: &AnyonType,
1564    ) -> Array2<Complex64> {
1565        // Fibonacci F-matrix
1566        let phi = (1.0 + 5.0_f64.sqrt()) / 2.0;
1567        let inv_phi = 1.0 / phi;
1568
1569        Array2::from_shape_vec(
1570            (2, 2),
1571            vec![
1572                Complex64::new(inv_phi, 0.0),
1573                Complex64::new(inv_phi.sqrt(), 0.0),
1574                Complex64::new(inv_phi.sqrt(), 0.0),
1575                Complex64::new(-inv_phi, 0.0),
1576            ],
1577        )
1578        .unwrap()
1579    }
1580
1581    fn is_abelian(&self) -> bool {
1582        false
1583    }
1584
1585    fn name(&self) -> &str {
1586        "Fibonacci Anyons"
1587    }
1588}
1589
1590/// Ising anyon model (Majorana fermions)
1591pub struct IsingAnyons {
1592    anyon_types: Vec<AnyonType>,
1593}
1594
1595impl IsingAnyons {
1596    pub fn new() -> Self {
1597        let mut psi = AnyonType {
1598            label: "psi".to_string(),
1599            quantum_dimension: 1.0,
1600            topological_charge: 1,
1601            fusion_rules: HashMap::new(),
1602            r_matrix: Complex64::new(-1.0, 0.0),
1603            is_abelian: true,
1604        };
1605        psi.fusion_rules
1606            .insert("psi".to_string(), vec!["vacuum".to_string()]);
1607
1608        let anyon_types = vec![AnyonType::vacuum(), AnyonType::sigma(), psi];
1609        Self { anyon_types }
1610    }
1611}
1612
1613impl AnyonModelImplementation for IsingAnyons {
1614    fn get_anyon_types(&self) -> Vec<AnyonType> {
1615        self.anyon_types.clone()
1616    }
1617
1618    fn fusion_coefficients(&self, a: &AnyonType, b: &AnyonType, c: &AnyonType) -> Complex64 {
1619        // Ising fusion rules
1620        match (a.label.as_str(), b.label.as_str(), c.label.as_str()) {
1621            ("sigma", "sigma", "vacuum") | ("sigma", "sigma", "psi") => Complex64::new(1.0, 0.0),
1622            ("psi", "psi", "vacuum") => Complex64::new(1.0, 0.0),
1623            ("sigma", "psi", "sigma") | ("psi", "sigma", "sigma") => Complex64::new(1.0, 0.0),
1624            ("vacuum", _, label) | (_, "vacuum", label) if label == a.label || label == b.label => {
1625                Complex64::new(1.0, 0.0)
1626            }
1627            _ => Complex64::new(0.0, 0.0),
1628        }
1629    }
1630
1631    fn braiding_matrix(&self, a: &AnyonType, b: &AnyonType) -> Array2<Complex64> {
1632        let phase = a.r_matrix * b.r_matrix.conj();
1633
1634        if a.label == "sigma" && b.label == "sigma" {
1635            // Non-trivial braiding for sigma anyons
1636            Array2::from_shape_vec(
1637                (2, 2),
1638                vec![
1639                    Complex64::new(0.0, 1.0) * (PI / 8.0).exp(),
1640                    Complex64::new(0.0, 0.0),
1641                    Complex64::new(0.0, 0.0),
1642                    Complex64::new(0.0, -1.0) * (PI / 8.0).exp(),
1643                ],
1644            )
1645            .unwrap()
1646        } else {
1647            Array2::from_shape_vec((1, 1), vec![phase]).unwrap()
1648        }
1649    }
1650
1651    fn f_matrix(
1652        &self,
1653        _a: &AnyonType,
1654        _b: &AnyonType,
1655        _c: &AnyonType,
1656        _d: &AnyonType,
1657    ) -> Array2<Complex64> {
1658        // Ising F-matrix
1659        let sqrt_2_inv = 1.0 / 2.0_f64.sqrt();
1660        Array2::from_shape_vec(
1661            (2, 2),
1662            vec![
1663                Complex64::new(sqrt_2_inv, 0.0),
1664                Complex64::new(sqrt_2_inv, 0.0),
1665                Complex64::new(sqrt_2_inv, 0.0),
1666                Complex64::new(-sqrt_2_inv, 0.0),
1667            ],
1668        )
1669        .unwrap()
1670    }
1671
1672    fn is_abelian(&self) -> bool {
1673        false
1674    }
1675
1676    fn name(&self) -> &str {
1677        "Ising Anyons"
1678    }
1679}
1680
1681// Placeholder implementations for other anyon models
1682pub struct ParafermionAnyons {
1683    anyon_types: Vec<AnyonType>,
1684}
1685
1686impl ParafermionAnyons {
1687    pub fn new() -> Self {
1688        Self {
1689            anyon_types: vec![AnyonType::vacuum()],
1690        }
1691    }
1692}
1693
1694impl AnyonModelImplementation for ParafermionAnyons {
1695    fn get_anyon_types(&self) -> Vec<AnyonType> {
1696        self.anyon_types.clone()
1697    }
1698    fn fusion_coefficients(&self, _a: &AnyonType, _b: &AnyonType, _c: &AnyonType) -> Complex64 {
1699        Complex64::new(1.0, 0.0)
1700    }
1701    fn braiding_matrix(&self, _a: &AnyonType, _b: &AnyonType) -> Array2<Complex64> {
1702        Array2::eye(1)
1703    }
1704    fn f_matrix(
1705        &self,
1706        _a: &AnyonType,
1707        _b: &AnyonType,
1708        _c: &AnyonType,
1709        _d: &AnyonType,
1710    ) -> Array2<Complex64> {
1711        Array2::eye(1)
1712    }
1713    fn is_abelian(&self) -> bool {
1714        false
1715    }
1716    fn name(&self) -> &str {
1717        "Parafermion Anyons"
1718    }
1719}
1720
1721pub struct ChernSimonsAnyons {
1722    level: u32,
1723    anyon_types: Vec<AnyonType>,
1724}
1725
1726impl ChernSimonsAnyons {
1727    pub fn new(level: u32) -> Self {
1728        Self {
1729            level,
1730            anyon_types: vec![AnyonType::vacuum()],
1731        }
1732    }
1733}
1734
1735impl AnyonModelImplementation for ChernSimonsAnyons {
1736    fn get_anyon_types(&self) -> Vec<AnyonType> {
1737        self.anyon_types.clone()
1738    }
1739    fn fusion_coefficients(&self, _a: &AnyonType, _b: &AnyonType, _c: &AnyonType) -> Complex64 {
1740        Complex64::new(1.0, 0.0)
1741    }
1742    fn braiding_matrix(&self, _a: &AnyonType, _b: &AnyonType) -> Array2<Complex64> {
1743        Array2::eye(1)
1744    }
1745    fn f_matrix(
1746        &self,
1747        _a: &AnyonType,
1748        _b: &AnyonType,
1749        _c: &AnyonType,
1750        _d: &AnyonType,
1751    ) -> Array2<Complex64> {
1752        Array2::eye(1)
1753    }
1754    fn is_abelian(&self) -> bool {
1755        self.level <= 2
1756    }
1757    fn name(&self) -> &str {
1758        "Chern-Simons Anyons"
1759    }
1760}
1761
1762/// Topological utilities
1763pub struct TopologicalUtils;
1764
1765impl TopologicalUtils {
1766    /// Create predefined topological configuration
1767    pub fn create_predefined_config(config_type: &str, size: usize) -> TopologicalConfig {
1768        match config_type {
1769            "toric_code" => TopologicalConfig {
1770                lattice_type: LatticeType::SquareLattice,
1771                dimensions: vec![size, size],
1772                anyon_model: AnyonModel::Abelian,
1773                boundary_conditions: TopologicalBoundaryConditions::Periodic,
1774                error_correction_code: TopologicalErrorCode::SurfaceCode,
1775                topological_protection: true,
1776                enable_braiding: false,
1777                ..Default::default()
1778            },
1779            "fibonacci_system" => TopologicalConfig {
1780                lattice_type: LatticeType::TriangularLattice,
1781                dimensions: vec![size, size],
1782                anyon_model: AnyonModel::Fibonacci,
1783                boundary_conditions: TopologicalBoundaryConditions::Open,
1784                topological_protection: true,
1785                enable_braiding: true,
1786                ..Default::default()
1787            },
1788            "majorana_system" => TopologicalConfig {
1789                lattice_type: LatticeType::HoneycombLattice,
1790                dimensions: vec![size, size],
1791                anyon_model: AnyonModel::Ising,
1792                boundary_conditions: TopologicalBoundaryConditions::Open,
1793                topological_protection: true,
1794                enable_braiding: true,
1795                ..Default::default()
1796            },
1797            _ => TopologicalConfig::default(),
1798        }
1799    }
1800
1801    /// Benchmark topological simulation performance
1802    pub fn benchmark_topological_simulation() -> Result<TopologicalBenchmarkResults> {
1803        let mut results = TopologicalBenchmarkResults::default();
1804
1805        let configs = vec![
1806            (
1807                "toric_code",
1808                TopologicalUtils::create_predefined_config("toric_code", 4),
1809            ),
1810            (
1811                "fibonacci",
1812                TopologicalUtils::create_predefined_config("fibonacci_system", 3),
1813            ),
1814            (
1815                "majorana",
1816                TopologicalUtils::create_predefined_config("majorana_system", 3),
1817            ),
1818        ];
1819
1820        for (name, config) in configs {
1821            let mut simulator = TopologicalQuantumSimulator::new(config)?;
1822
1823            // Place some anyons
1824            if simulator.config.enable_braiding {
1825                let vacuum = AnyonType::vacuum();
1826                simulator.place_anyon(vacuum.clone(), vec![0, 0])?;
1827                simulator.place_anyon(vacuum, vec![1, 1])?;
1828            }
1829
1830            let start = std::time::Instant::now();
1831
1832            // Perform some operations
1833            if simulator.config.enable_braiding && simulator.state.anyon_config.anyons.len() >= 2 {
1834                simulator.braid_anyons(0, 1, BraidingType::Clockwise)?;
1835            }
1836
1837            simulator.calculate_topological_invariants()?;
1838
1839            let time = start.elapsed().as_secs_f64() * 1000.0;
1840
1841            results.benchmark_times.push((name.to_string(), time));
1842            results
1843                .simulation_stats
1844                .insert(name.to_string(), simulator.get_stats().clone());
1845        }
1846
1847        Ok(results)
1848    }
1849}
1850
1851/// Benchmark results for topological simulation
1852#[derive(Debug, Clone, Default)]
1853pub struct TopologicalBenchmarkResults {
1854    /// Benchmark times by configuration
1855    pub benchmark_times: Vec<(String, f64)>,
1856    /// Simulation statistics by configuration
1857    pub simulation_stats: HashMap<String, TopologicalSimulationStats>,
1858}
1859
1860#[cfg(test)]
1861mod tests {
1862    use super::*;
1863    use approx::assert_abs_diff_eq;
1864
1865    #[test]
1866    fn test_topological_config_default() {
1867        let config = TopologicalConfig::default();
1868        assert_eq!(config.lattice_type, LatticeType::SquareLattice);
1869        assert_eq!(config.dimensions, vec![8, 8]);
1870        assert!(config.topological_protection);
1871    }
1872
1873    #[test]
1874    fn test_anyon_type_creation() {
1875        let vacuum = AnyonType::vacuum();
1876        assert_eq!(vacuum.label, "vacuum");
1877        assert_eq!(vacuum.quantum_dimension, 1.0);
1878        assert!(vacuum.is_abelian);
1879
1880        let sigma = AnyonType::sigma();
1881        assert_eq!(sigma.label, "sigma");
1882        assert_abs_diff_eq!(sigma.quantum_dimension, 2.0_f64.sqrt(), epsilon = 1e-10);
1883        assert!(!sigma.is_abelian);
1884    }
1885
1886    #[test]
1887    fn test_topological_simulator_creation() {
1888        let config = TopologicalConfig::default();
1889        let simulator = TopologicalQuantumSimulator::new(config);
1890        assert!(simulator.is_ok());
1891    }
1892
1893    #[test]
1894    fn test_square_lattice_creation() {
1895        let dimensions = vec![3, 3];
1896        let lattice = TopologicalQuantumSimulator::create_square_lattice(&dimensions).unwrap();
1897
1898        assert_eq!(lattice.sites.len(), 9); // 3x3 = 9 sites
1899        assert_eq!(lattice.coordination_number, 4);
1900        assert!(!lattice.bonds.is_empty());
1901        assert!(!lattice.plaquettes.is_empty());
1902    }
1903
1904    #[test]
1905    fn test_anyon_placement() {
1906        let config = TopologicalConfig::default();
1907        let mut simulator = TopologicalQuantumSimulator::new(config).unwrap();
1908
1909        let vacuum = AnyonType::vacuum();
1910        let anyon_id = simulator.place_anyon(vacuum, vec![2, 3]).unwrap();
1911
1912        assert_eq!(anyon_id, 0);
1913        assert_eq!(simulator.state.anyon_config.anyons.len(), 1);
1914        assert_eq!(simulator.state.anyon_config.anyons[0].0, vec![2, 3]);
1915    }
1916
1917    #[test]
1918    fn test_braiding_operation() {
1919        let mut config = TopologicalConfig::default();
1920        config.enable_braiding = true;
1921        let mut simulator = TopologicalQuantumSimulator::new(config).unwrap();
1922
1923        let sigma = AnyonType::sigma();
1924        let anyon_a = simulator.place_anyon(sigma.clone(), vec![1, 1]).unwrap();
1925        let anyon_b = simulator.place_anyon(sigma, vec![2, 2]).unwrap();
1926
1927        let braiding_phase = simulator.braid_anyons(anyon_a, anyon_b, BraidingType::Clockwise);
1928        assert!(braiding_phase.is_ok());
1929        assert_eq!(simulator.braiding_history.len(), 1);
1930        assert_eq!(simulator.stats.braiding_operations, 1);
1931    }
1932
1933    #[test]
1934    fn test_anyon_fusion() {
1935        let config = TopologicalConfig::default();
1936        let mut simulator = TopologicalQuantumSimulator::new(config).unwrap();
1937
1938        let sigma = AnyonType::sigma();
1939        let anyon_a = simulator.place_anyon(sigma.clone(), vec![1, 1]).unwrap();
1940        let anyon_b = simulator.place_anyon(sigma, vec![1, 2]).unwrap();
1941
1942        let fusion_outcomes = simulator.fuse_anyons(anyon_a, anyon_b);
1943        assert!(fusion_outcomes.is_ok());
1944    }
1945
1946    #[test]
1947    fn test_fibonacci_anyons() {
1948        let fibonacci_model = FibonacciAnyons::new();
1949        let anyon_types = fibonacci_model.get_anyon_types();
1950
1951        assert_eq!(anyon_types.len(), 2); // vacuum and tau
1952        assert!(!fibonacci_model.is_abelian());
1953        assert_eq!(fibonacci_model.name(), "Fibonacci Anyons");
1954    }
1955
1956    #[test]
1957    fn test_ising_anyons() {
1958        let ising_model = IsingAnyons::new();
1959        let anyon_types = ising_model.get_anyon_types();
1960
1961        assert_eq!(anyon_types.len(), 3); // vacuum, sigma, psi
1962        assert!(!ising_model.is_abelian());
1963        assert_eq!(ising_model.name(), "Ising Anyons");
1964    }
1965
1966    #[test]
1967    fn test_surface_code_creation() {
1968        let dimensions = vec![4, 4];
1969        let surface_code =
1970            TopologicalQuantumSimulator::create_toric_surface_code(&dimensions).unwrap();
1971
1972        assert_eq!(surface_code.distance, 4);
1973        assert!(!surface_code.data_qubits.is_empty());
1974        assert!(!surface_code.x_stabilizers.is_empty());
1975        assert!(!surface_code.z_stabilizers.is_empty());
1976    }
1977
1978    #[test]
1979    fn test_topological_invariants() {
1980        let config = TopologicalConfig::default();
1981        let mut simulator = TopologicalQuantumSimulator::new(config).unwrap();
1982
1983        let invariants = simulator.calculate_topological_invariants();
1984        assert!(invariants.is_ok());
1985
1986        let inv = invariants.unwrap();
1987        assert!(inv.chern_number.abs() >= 0);
1988        assert!(inv.hall_conductivity.is_finite());
1989    }
1990
1991    #[test]
1992    fn test_triangular_lattice() {
1993        let dimensions = vec![3, 3];
1994        let lattice = TopologicalQuantumSimulator::create_triangular_lattice(&dimensions).unwrap();
1995
1996        assert_eq!(lattice.lattice_type, LatticeType::TriangularLattice);
1997        assert_eq!(lattice.sites.len(), 9);
1998        assert_eq!(lattice.coordination_number, 6);
1999    }
2000
2001    #[test]
2002    fn test_honeycomb_lattice() {
2003        let dimensions = vec![2, 2];
2004        let lattice = TopologicalQuantumSimulator::create_honeycomb_lattice(&dimensions).unwrap();
2005
2006        assert_eq!(lattice.lattice_type, LatticeType::HoneycombLattice);
2007        assert_eq!(lattice.coordination_number, 3);
2008        assert!(!lattice.bonds.is_empty());
2009    }
2010
2011    #[test]
2012    fn test_error_detection_and_correction() {
2013        let mut config = TopologicalConfig::default();
2014        config.topological_protection = true;
2015        let mut simulator = TopologicalQuantumSimulator::new(config).unwrap();
2016
2017        let syndrome = simulator.detect_and_correct_errors();
2018        assert!(syndrome.is_ok());
2019    }
2020
2021    #[test]
2022    fn test_predefined_configs() {
2023        let configs = vec!["toric_code", "fibonacci_system", "majorana_system"];
2024
2025        for config_type in configs {
2026            let config = TopologicalUtils::create_predefined_config(config_type, 4);
2027            let simulator = TopologicalQuantumSimulator::new(config);
2028            assert!(simulator.is_ok());
2029        }
2030    }
2031}