Crate quantrs2_sim

Expand description

Quantum circuit simulators for the QuantRS2 framework.

This crate provides various simulation backends for quantum circuits, including state vector simulation on CPU and optionally GPU.

It includes both standard and optimized implementations, with the optimized versions leveraging SIMD, memory-efficient algorithms, and parallel processing to enable simulation of larger qubit counts (30+).

§Recent Updates (v0.1.0-beta.2)

Refined SciRS2 v0.1.0-beta.3 integration for enhanced performance
All simulators use scirs2_core::parallel_ops for automatic parallelization
SIMD-accelerated quantum operations via SciRS2 abstractions
Advanced linear algebra leveraging SciRS2’s optimized BLAS/LAPACK bindings

Re-exports§

pub use prelude::*;

Modules§

adaptive_gate_fusion: Adaptive gate fusion based on circuit structure analysis.
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: Advanced Variational Quantum Algorithms (VQA) Framework
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: Automatic Parallelization for Quantum Circuits
benchmark: Benchmarking utilities for quantum simulators
cache_optimized_layouts: Cache-optimized state vector layouts and access patterns.
circuit_interfaces: Efficient interfaces with circuit module for seamless integration.
circuit_optimization: Quantum circuit optimization passes for improved simulation efficiency
clifford_sparse: Enhanced Clifford/Stabilizer simulator using sparse representations
compilation_optimization: Compilation Time Optimization
concatenated_error_correction: Concatenated Quantum Error Correction with Hierarchical Decoding
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
enhanced_statevector: Enhanced state vector simulator using SciRS2 features
enhanced_tensor_networks: Enhanced tensor network simulation with advanced contraction heuristics.
error: Error types for the quantum simulator module.
error_correction: Quantum error correction codes and utilities Quantum Error Correction Module
fault_tolerant_synthesis: Fault-Tolerant Gate Synthesis with Logical Operations
fermionic_simulation: Fermionic quantum simulation with SciRS2 integration.
fpga_acceleration: FPGA (Field-Programmable Gate Array) Acceleration for Quantum Simulation
fusion: Gate fusion optimization for quantum circuit simulation.
hardware_aware_qml: Hardware-Aware Quantum Machine Learning Optimization
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.
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
noise_extrapolation: Noise extrapolation techniques for quantum error mitigation.
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)
parallel_tensor_optimization: Parallel Tensor Network Optimization
path_integral: Feynman path integral simulation for quantum dynamics.
pauli: Pauli string evolution and operations.
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: Quantum Approximate Optimization Algorithm (QAOA) Implementation
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: Quantum Advantage Demonstration Framework
quantum_algorithms: Optimized implementations of fundamental quantum algorithms.
quantum_annealing: Quantum annealing simulation with realistic noise models and hardware constraints.
quantum_cellular_automata: Quantum Cellular Automata (QCA) simulation for novel quantum algorithms.
quantum_chemistry: Quantum Chemistry Simulation with Second Quantization Optimization
quantum_chemistry_dmrg: Quantum Chemistry DMRG Simulation Framework
quantum_cloud_integration: Quantum Cloud Services Integration
quantum_field_theory: Quantum Field Theory Simulation Framework
quantum_gravity_simulation: Quantum Gravity Simulation Framework
quantum_inspired_classical: Quantum-Inspired Classical Algorithms Framework
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: Quantum Reservoir Computing Framework - Enhanced Ultrathink Mode Implementation
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.
scirs2_complex_simd: Enhanced Complex Number SIMD Operations using SciRS2
scirs2_eigensolvers: SciRS2-optimized eigensolvers for quantum spectral analysis.
scirs2_integration: Complete SciRS2 Integration for QuantRS2
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: Stabilizer simulator for efficient simulation of Clifford circuits
statevector
telemetry: Telemetry and performance monitoring for quantum simulations.
tensor: Tensor network simulator for quantum circuits
topological_quantum_simulation: Topological Quantum Simulation Framework
tpu_acceleration: TPU (Tensor Processing Unit) Acceleration for Quantum Simulation
trotter: Trotter-Suzuki decomposition for time evolution of quantum systems.
utils
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

§Recent Updates (v0.1.0-beta.2)

Re-exports§

Modules§

Structs§

Crate quantrs2_sim