Extended Pattern Coverage Analysis¶
This report analyzes the coverage of 61 extended patterns across: - Three sourcing frameworks (Classiq, PennyLane, Qiskit) - Broader target list of projects
Summary Statistics¶
Framework Coverage¶
| Framework | Patterns Found | Coverage % |
|---|---|---|
| Classiq | 17 | 27.9% |
| PennyLane | 17 | 27.9% |
| Qiskit | 12 | 19.7% |
Target Project Coverage¶
Patterns found in target projects: 19 (31.1%)
Detailed Framework Analysis¶
Classiq¶
Found: 17 patterns
Patterns found: - Amplitude Amplification - Basis Change - Circuit Construction Utility - Creating Entanglement - Data Encoding - Dynamic Circuit - Function Table - Grover - Hamiltonian Simulation - Initialization - Oracle - Phase Shift - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Phase Estimation (QPE) - SWAP Test - Variational Quantum Algorithm (VQA)
Missing patterns (44): - Ad-hoc Hybrid Code Execution - Alternating Operator Ansatz (AOA) - Biased Initial State - Chained Optimization - Circuit Cutting - Classical-Quantum Interface - Error Correction - Gate Cut - Gate Error Mitigation - Hadamard Test - Hybrid Module - Linear Combination of Unitaries (LCU) - Mid-Circuit Measurement - Orchestrated Execution - Post-Selective Measurement - Pre-Trained Feature Extractor - Pre-deployed Execution - Prioritized Execution - Quantum Amplitude Estimation (QAE) - Quantum Application Archive - Quantum Application Testing - Quantum Associative Memory (QuAM) - Quantum Circuit Translator - Quantum Classification - Quantum Clustering - Quantum Hardware Selection - Quantum Kernel Estimator (QKE) - Quantum Logical Operators - Quantum Module - Quantum Module Template - Quantum Neural Network (QNN) - Quantum Singular Value Transformation (QSVT) - Quantum-Classic Split - Readout Error Mitigation - Schmidt Decomposition - Speedup via Verifying - Standalone Circuit Execution - Uncompute - Unified Execution - Unified Observability - Variational Parameter Transfer - Variational Quantum Eigensolver (VQE) - Warm Start - Wire Cut
PennyLane¶
Found: 17 patterns
Patterns found: - Amplitude Amplification - Basis Change - Circuit Construction Utility - Data Encoding - Dynamic Circuit - Grover - Hamiltonian Simulation - Initialization - Phase Shift - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Logical Operators - Quantum Neural Network (QNN) - Quantum Phase Estimation (QPE) - Schmidt Decomposition - Variational Quantum Algorithm (VQA) - Variational Quantum Eigensolver (VQE)
Missing patterns (44): - Ad-hoc Hybrid Code Execution - Alternating Operator Ansatz (AOA) - Biased Initial State - Chained Optimization - Circuit Cutting - Classical-Quantum Interface - Creating Entanglement - Error Correction - Function Table - Gate Cut - Gate Error Mitigation - Hadamard Test - Hybrid Module - Linear Combination of Unitaries (LCU) - Mid-Circuit Measurement - Oracle - Orchestrated Execution - Post-Selective Measurement - Pre-Trained Feature Extractor - Pre-deployed Execution - Prioritized Execution - Quantum Amplitude Estimation (QAE) - Quantum Application Archive - Quantum Application Testing - Quantum Associative Memory (QuAM) - Quantum Circuit Translator - Quantum Classification - Quantum Clustering - Quantum Hardware Selection - Quantum Kernel Estimator (QKE) - Quantum Module - Quantum Module Template - Quantum Singular Value Transformation (QSVT) - Quantum-Classic Split - Readout Error Mitigation - SWAP Test - Speedup via Verifying - Standalone Circuit Execution - Uncompute - Unified Execution - Unified Observability - Variational Parameter Transfer - Warm Start - Wire Cut
Qiskit¶
Found: 12 patterns
Patterns found: - Basis Change - Circuit Construction Utility - Data Encoding - Grover - Hamiltonian Simulation - Initialization - Oracle - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Logical Operators - Quantum Phase Estimation (QPE) - Variational Quantum Algorithm (VQA)
Missing patterns (49): - Ad-hoc Hybrid Code Execution - Alternating Operator Ansatz (AOA) - Amplitude Amplification - Biased Initial State - Chained Optimization - Circuit Cutting - Classical-Quantum Interface - Creating Entanglement - Dynamic Circuit - Error Correction - Function Table - Gate Cut - Gate Error Mitigation - Hadamard Test - Hybrid Module - Linear Combination of Unitaries (LCU) - Mid-Circuit Measurement - Orchestrated Execution - Phase Shift - Post-Selective Measurement - Pre-Trained Feature Extractor - Pre-deployed Execution - Prioritized Execution - Quantum Amplitude Estimation (QAE) - Quantum Application Archive - Quantum Application Testing - Quantum Associative Memory (QuAM) - Quantum Circuit Translator - Quantum Classification - Quantum Clustering - Quantum Hardware Selection - Quantum Kernel Estimator (QKE) - Quantum Module - Quantum Module Template - Quantum Neural Network (QNN) - Quantum Singular Value Transformation (QSVT) - Quantum-Classic Split - Readout Error Mitigation - SWAP Test - Schmidt Decomposition - Speedup via Verifying - Standalone Circuit Execution - Uncompute - Unified Execution - Unified Observability - Variational Parameter Transfer - Variational Quantum Eigensolver (VQE) - Warm Start - Wire Cut
Target Project Analysis¶
Patterns found in target projects: 19
Patterns found: - Amplitude Amplification - Basis Change - Circuit Construction Utility - Creating Entanglement - Data Encoding - Dynamic Circuit - Grover - Hamiltonian Simulation - Initialization - Oracle - Phase Shift - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Logical Operators - Quantum Neural Network (QNN) - Quantum Phase Estimation (QPE) - SWAP Test - Variational Quantum Algorithm (VQA) - Variational Quantum Eigensolver (VQE)
Missing patterns (42): - Ad-hoc Hybrid Code Execution - Alternating Operator Ansatz (AOA) - Biased Initial State - Chained Optimization - Circuit Cutting - Classical-Quantum Interface - Error Correction - Function Table - Gate Cut - Gate Error Mitigation - Hadamard Test - Hybrid Module - Linear Combination of Unitaries (LCU) - Mid-Circuit Measurement - Orchestrated Execution - Post-Selective Measurement - Pre-Trained Feature Extractor - Pre-deployed Execution - Prioritized Execution - Quantum Amplitude Estimation (QAE) - Quantum Application Archive - Quantum Application Testing - Quantum Associative Memory (QuAM) - Quantum Circuit Translator - Quantum Classification - Quantum Clustering - Quantum Hardware Selection - Quantum Kernel Estimator (QKE) - Quantum Module - Quantum Module Template - Quantum Singular Value Transformation (QSVT) - Quantum-Classic Split - Readout Error Mitigation - Schmidt Decomposition - Speedup via Verifying - Standalone Circuit Execution - Uncompute - Unified Execution - Unified Observability - Variational Parameter Transfer - Warm Start - Wire Cut
Patterns Found Only in Frameworks (Not in Target Projects)¶
2 patterns found in frameworks but not in target projects: - Function Table - Schmidt Decomposition
Cross-Framework Analysis¶
Common patterns between Classiq and PennyLane (13): - Amplitude Amplification - Basis Change - Circuit Construction Utility - Data Encoding - Dynamic Circuit - Grover - Hamiltonian Simulation - Initialization - Phase Shift - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Phase Estimation (QPE) - Variational Quantum Algorithm (VQA)
Common patterns between Classiq and Qiskit (11): - Basis Change - Circuit Construction Utility - Data Encoding - Grover - Hamiltonian Simulation - Initialization - Oracle - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Phase Estimation (QPE) - Variational Quantum Algorithm (VQA)
Common patterns between PennyLane and Qiskit (11): - Basis Change - Circuit Construction Utility - Data Encoding - Grover - Hamiltonian Simulation - Initialization - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Logical Operators - Quantum Phase Estimation (QPE) - Variational Quantum Algorithm (VQA)
Patterns found in all three frameworks (10): - Basis Change - Circuit Construction Utility - Data Encoding - Grover - Hamiltonian Simulation - Initialization - Quantum Approximate Optimization Algorithm (QAOA) - Quantum Arithmetic - Quantum Phase Estimation (QPE) - Variational Quantum Algorithm (VQA)