algorithm¶
Articles tagged algorithm (13).
Browse by tag: chemistry encoding error-correction integration machine-learning optimization primitive resource-estimation sample-based simulation tutorial usage variational
Algorithms¶
Estimating Nanosheet Material Properties with Multidimensional Quantum Fourier Transform
Implement multidimensional QFT and classical preprocessing for inputs whose grid sizes are not powers of two.
Hamiltonian Simulation with Suzuki–Trotter (Rabi oscillation)
Trotter–Suzuki product formulas on the Rabi model with empirical convergence orders.
End-to-end CNN + quantum variational circuit on Fashion-MNIST with the parameter shift rule.
3-qubit bit-flip/phase-flip codes, Shor’s 9-qubit code, and stabilizers.
Prepare an arbitrary real or complex amplitude vector via Gray-code Ry/Rz multiplexers, with three input modes (concrete, bound Vector[Float], runtime-parametric angles).
Solve a 20-variable MaxCut on just 3 qubits with Pauli Correlation Encoding, training a hardware-efficient ansatz against a tanh-relaxed surrogate and decoding via sign rounding.
End-to-end optimization example using OMMX, JijModeling, and QAOAConverter.
Build a QAOA circuit from scratch to solve MaxCut, then compare with the built-in qaoa_state.
Use quantum feature maps and kernel methods for classification on the make_circles dataset.
Sample bitstrings from a quantum state, build an effective Hamiltonian, and diagonalize it classically with a strict variational guarantee.
Implement Quantum-enhanced MCMC using Trotter-decomposed time evolution.
CSS construction, syndrome decoding, and transversal Hadamard.
Variational Quantum Eigensolver (VQE) for the Hydrogen Molecule
Build a molecular Hamiltonian with OpenFermion and find the ground state energy via VQE.