Crate quantrs2_sim

Expand description

§quantrs2-sim

Quantum circuit simulators for the QuantRS2 framework.

This crate is part of the QuantRS2 quantum computing framework. It provides multiple simulation backends for quantum circuits, including state-vector, MPS (Matrix Product State), stabilizer, and GPU-accelerated simulation.

§Simulation Backends

State Vector: Exact simulation up to ~30 qubits using dense vectors
MPS Simulator: Tensor-network simulation for structured circuits
Stabilizer: Efficient Clifford circuit simulation via Gottesman-Knill
GPU-Accelerated: CUDA/Metal-backed simulation for large circuits
Distributed: Multi-node quantum simulation via MPI

§Quick Start

use quantrs2_sim::statevector::StateVectorSimulator;
use quantrs2_circuit::builder::{Circuit, Simulator};

// Build a 2-qubit Bell state circuit
let mut circ: Circuit<2> = Circuit::new();
circ.h(0).expect("h").cnot(0, 1).expect("cnot");

// Simulate and inspect the resulting register
let sim = StateVectorSimulator::new();
let reg = sim.run(&circ).expect("simulation failed");
assert_eq!(reg.num_qubits(), 2);

Re-exports§

pub use prelude::*;
pub use crate::tensor_network::*;

Modules§

adaptive_gate_fusion: Auto-generated module structure
adaptive_ml_error_correction: Real-time Adaptive Error Correction with Machine Learning
adiabatic_quantum_computing: Adiabatic quantum computing simulation with gap tracking and optimization.
advanced_ml_error_mitigation: Advanced Machine Learning Error Mitigation Techniques
advanced_variational_algorithms: Auto-generated module structure
api: New organized API for QuantRS2 Simulation 1.0
auto_optimizer: AutoOptimizer for Automatic Backend Selection based on Problem Characteristics
autodiff_vqe: Automatic differentiation for Variational Quantum Eigensolver (VQE).
automatic_parallelization: Auto-generated module structure
benchmark: Benchmarking utilities for quantum simulators
cache_optimized_layouts: Cache-optimized state vector layouts and access patterns.
circuit_interfaces: Auto-generated module structure
circuit_optimization: Quantum circuit optimization passes for improved simulation efficiency
circuit_optimizer: Circuit optimization framework for quantum circuits
clifford_sparse: Enhanced Clifford/Stabilizer simulator using sparse representations
compilation_optimization: Compilation Time Optimization
concatenated_error_correction: Concatenated Quantum Error Correction with Hierarchical Decoding
cuquantum: Auto-generated module structure
debugger: Quantum algorithm debugger interface.
decision_diagram: Decision diagram based quantum circuit simulator.
device_noise_models: Realistic device noise models for quantum hardware simulation.
diagnostics: Comprehensive error handling and diagnostics for quantum simulation
distributed_simulator: Distributed Quantum Simulator for Large-Scale Problems
dynamic: Dynamic circuit dispatch for circuits of varying qubit counts.
enhanced_statevector: Enhanced state vector simulator using SciRS2 features
enhanced_tensor_networks: Auto-generated module structure
error: Error types for the quantum simulator module.
error_correction: Quantum error correction codes and utilities Quantum Error Correction Module
error_mitigation: Error mitigation strategies for quantum computing
fault_tolerant_synthesis: Fault-Tolerant Gate Synthesis with Logical Operations
fermionic_simulation: Fermionic quantum simulation with SciRS2 integration.
fpga_acceleration: Auto-generated module structure
fusion: Gate fusion optimization for quantum circuit simulation.
gpu_kernel_optimization: GPU Kernel Optimization for Specialized Quantum Operations
gpu_observables: GPU-accelerated observable calculations for quantum states
hardware_aware_qml: Auto-generated module structure
holographic_quantum_error_correction: Holographic Quantum Error Correction Framework
jit_compilation: Just-in-time compilation for frequently used gate sequences.
large_scale_simulator: Large-Scale Quantum Simulator with Advanced Memory Optimization
linalg_ops: Linear algebra operations for quantum simulation using SciRS2
memory_bandwidth_optimization: Memory bandwidth optimization for large state vector simulations.
memory_optimization: Advanced Memory Optimization for Quantum Simulation
memory_prefetching_optimization: Memory prefetching and data locality optimizations for quantum simulations.
memory_verification_simple: Simplified memory efficiency verification module
mixed_precision: Mixed-precision quantum simulation with automatic precision selection.
mixed_precision_impl: Mixed-precision quantum simulation module.
mpi_distributed_simulation: MPI-based Distributed Quantum Simulation
mps_basic: Basic MPS simulator implementation without external linear algebra dependencies
mps_simulator: Matrix Product State (MPS) quantum simulator
noise: Noise models for quantum simulation Noise models for quantum simulation
noise_advanced: Advanced noise models for realistic device simulation Advanced noise models beyond simple single-qubit depolarising channels.
noise_extrapolation: Noise extrapolation techniques for quantum error mitigation.
noise_models: Comprehensive noise models with Kraus operators Noise models for realistic quantum simulation
open_quantum_systems: Open quantum system simulation with Lindblad master equations.
opencl_amd_backend: OpenCL Backend for AMD GPU Acceleration
operation_cache: Advanced Caching Strategies for Quantum Operations
optimized_chunked: Optimized quantum state vector simulation using chunked memory processing
optimized_simd: SIMD-accelerated operations for quantum state vector simulation
optimized_simple: Optimized quantum gate operations using a simplified approach
optimized_simulator: Optimized quantum circuit simulator with automatic selection of best implementation
optimized_simulator_chunked: Optimized state vector simulator for large qubit counts (30+)
optimized_simulator_simple: Optimized state vector simulator for quantum circuits (Simplified version)
optirs_integration: OptiRS Integration for Quantum Variational Algorithms
parallel_tensor_optimization: Parallel Tensor Network Optimization
path_integral: Feynman path integral simulation for quantum dynamics.
pauli: Pauli string evolution and operations.
pennylane: PennyLane device backend (JSON protocol) PennyLane device backend for QuantRS2.
performance_benchmark: Comprehensive performance benchmarking suite for quantum simulation
performance_prediction: Performance Prediction Models for Circuit Execution Time Estimation
photonic: Photonic quantum simulation for continuous variable systems.
precision: Adaptive precision control for quantum state vectors.
prelude: Prelude module that re-exports common types and traits
qaoa_optimization: Auto-generated module structure
qmc: Quantum Monte Carlo (QMC) simulation methods.
qml: Quantum Machine Learning (QML) module.
qml_integration: Quantum Machine Learning (QML) integration for seamless ML workflows.
quantum_advantage_demonstration: Auto-generated module structure
quantum_algorithms: Auto-generated module structure
quantum_annealing: Quantum annealing simulation with realistic noise models and hardware constraints.
quantum_cellular_automata: Auto-generated module structure
quantum_chemistry: Auto-generated module structure
quantum_chemistry_dmrg: Auto-generated module structure
quantum_cloud_integration: Quantum Cloud Services Integration
quantum_field_theory: Auto-generated module structure
quantum_gravity_simulation: Auto-generated module structure
quantum_info: Auto-generated module structure
quantum_inspired_classical: Auto-generated module structure
quantum_ldpc_codes: Quantum Low-Density Parity-Check (LDPC) Codes with Belief Propagation Decoding
quantum_machine_learning_layers: Quantum Machine Learning Layers Framework
quantum_ml_algorithms: Quantum Machine Learning Algorithms with Hardware-Aware Optimization
quantum_reservoir_computing: Auto-generated module structure
quantum_reservoir_computing_enhanced: Enhanced Quantum Reservoir Computing Framework - Ultrathink Mode Implementation
quantum_supremacy: Quantum supremacy verification algorithms and benchmarks.
quantum_volume: Quantum Volume calculation and benchmarking protocol.
qulacs_backend: Auto-generated module structure
realtime_hardware_integration: Real-Time Hardware Integration for Cloud Quantum Computers
scirs2_complex_simd: Enhanced Complex Number SIMD Operations using SciRS2
scirs2_eigensolvers: SciRS2-optimized eigensolvers for quantum spectral analysis.
scirs2_integration: Auto-generated module structure
scirs2_qft: SciRS2-optimized Quantum Fourier Transform implementation.
scirs2_sparse: SciRS2-optimized sparse matrix solvers for large quantum systems.
shot_sampling: Shot-based sampling with statistical analysis for quantum simulation.
simulator: Common simulator interface and results for quantum circuit simulations.
sparse: Sparse matrix operations for efficient quantum circuit simulation.
specialized_gates: Specialized gate implementations for simulation
specialized_simulator: Optimized state vector simulator using specialized gate implementations
stabilizer: Auto-generated module structure
state_vector_simd: SIMD-accelerated single-qubit gate kernels for state vector simulation.
statevector: State-vector quantum circuit simulator.
stim_dem: Detector Error Model (DEM) for Stim circuit error analysis
stim_executor: Stim circuit executor with detector and observable support
stim_parser: Auto-generated module structure
stim_sampler: Stim circuit sampler for efficient batch sampling
telemetry: Telemetry and performance monitoring for quantum simulations.
tensor: Auto-generated module structure
tensor_network: Tensor Network simulator implementation
topological_quantum_simulation: Auto-generated module structure
tpu_acceleration: TPU (Tensor Processing Unit) Acceleration for Quantum Simulation
trotter: Trotter-Suzuki decomposition for time evolution of quantum systems.
utils: Utility functions shared across quantum simulation backends.
v1: Convenient access to the new organized simulation API
visualization_hooks: Visualization hooks for quantum simulation debugging and analysis.

Structs§

ErrorCorrection: A placeholder for future error correction code implementations

Crate quantrs2_sim

Crate quantrs2_sim Copy item path

§quantrs2-sim

§Simulation Backends

§Quick Start

Re-exports§

Modules§

Structs§

Crate quantrs2_sim