_toc.json

{
  "title": "Tutorials",
  "collapsed": true,
  "children": [
    {
      "title": "Get started",
      "collapsible": false,
      "children": [
          {
            "title": "Overview",
            "url": "/docs/tutorials",
            "useDivider": true
          },
          {
            "title": "CHSH inequality",
            "url": "/docs/tutorials/chsh-inequality"
          }
        ]
      },
    {
      "title": "Explore workflows toward advantage",
      "collapsible": false,
      "children": [
        {
          "title": "Verifiable sampling algorithms",
          "children": [
            {
              "title": "Sample-based quantum diagonalization of a chemistry Hamiltonian",
              "url": "/docs/tutorials/sample-based-quantum-diagonalization"
            },
            {
              "title": "Sample-based Krylov quantum diagonalization of a fermionic lattice model",
              "url": "/docs/tutorials/sample-based-krylov-quantum-diagonalization"
            },
            {
              "title": "Quantum approximate optimization algorithm",
              "url": "/docs/tutorials/quantum-approximate-optimization-algorithm"
            },
            {
              "title": "Advanced techniques for QAOA",
              "url": "/docs/tutorials/advanced-techniques-for-qaoa"
            },
            {
              "title": "Pauli correlation encoding to reduce Max-Cut requirements",
              "url": "/docs/tutorials/pauli-correlation-encoding-for-qaoa"
            },
            {
              "title": "Implicit solvent calculations using Qiskit Serverless",
              "url": "/docs/tutorials/implicit-solvent-calculations"
            }
          ]
        },
        {
          "title": "Observable estimation",
          "children": [
            {
              "title": "Krylov quantum diagonalization of lattice Hamiltonians",
              "url": "/docs/tutorials/krylov-quantum-diagonalization"
            },
            {
              "title": "Nishimori phase transition",
              "url": "/docs/tutorials/nishimori-phase-transition"
            },
            {
              "title": "Ground-state energy estimation of the Heisenberg chain with VQE",
              "url": "/docs/tutorials/spin-chain-vqe"
            },
            {
              "title": "Quantum kernel training",
              "url": "/docs/tutorials/quantum-kernel-training"
            },
            {
              "title": "Enhance feature classification using projected quantum kernels",
              "url": "/docs/tutorials/projected-quantum-kernels"
            }
          ]
        },
        {
          "title": "Fault-tolerant algorithms",
          "children": [
            {
              "title": "Shor's algorithm",
              "url": "/docs/tutorials/shors-algorithm"
            },
            {
              "title": "Grover's algorithm",
              "url": "/docs/tutorials/grovers-algorithm"
            }
          ]
        }
      ]
    },
    {
      "title": "Leverage Qiskit capabilities",
      "collapsible": false,
      "children": [
        {
          "title": "Workload optimization",
          "children": [
            {
              "title": "Benchmark dynamic circuits with cut Bell pairs",
              "url": "/docs/tutorials/edc-cut-bell-pair-benchmarking",
              "platform": "cloud"
            },
            {
              "title": "Introduction to fractional gates",
              "url": "/docs/tutorials/fractional-gates"
            },
            {
              "title": "Qiskit AI-powered transpiler service introduction",
              "url": "/docs/tutorials/ai-transpiler-introduction"
            },
            {
              "title": "Transpilation optimizations with SABRE",
              "url": "/docs/tutorials/transpilation-optimizations-with-sabre"
            },
            {
              "title": "Long-range entanglement with dynamic circuits",
              "url": "/docs/tutorials/long-range-entanglement"
            },
            {
              "title": "Compilation methods for Hamiltonian simulation circuits",
              "url": "/docs/tutorials/compilation-methods-for-hamiltonian-simulation-circuits"
            },
            {
              "title": "Simulation of kicked Ising Hamiltonian with dynamic circuits",
              "url": "/docs/tutorials/dc-hex-ising"
            }
          ]
        },
        {
          "title": "Qiskit Functions",
          "children": [
            {
              "title": "Dynamic portfolio optimization with Global Data Quantum's Portfolio Optimizer",
              "url": "/docs/tutorials/global-data-quantum-optimizer"
            },
            {
              "title": "Error mitigation with the IBM Circuit function",
              "url": "/docs/tutorials/error-mitigation-with-qiskit-functions"
            },
            {
              "title": "Higher-order binary optimization with Q-CTRL's Optimization Solver",
              "url": "/docs/tutorials/solve-higher-order-binary-optimization-problems-with-q-ctrls-optimization-solver"
            },
            {
              "title": "Model a flowing non-viscous fluid using QUICK-PDE",
              "url": "/docs/tutorials/colibritd-pde"
            },
            {
              "title": "Dissociation PES curves with Qunova HiVQE",
              "url": "/docs/tutorials/qunova-hivqe"
            },
            {
              "title": "Transverse-Field Ising Model with Q-CTRL's Performance Management",
              "url": "/docs/tutorials/transverse-field-ising-model"
            },
            {
              "title": "Quantum Phase Estimation with Q-CTRL's Qiskit Functions",
              "url": "/docs/tutorials/quantum-phase-estimation-qctrl"
            },
            {
              "title": "Solve the Market Split problem with Kipu Quantum's Iskay Quantum Optimizer",
              "url": "/docs/tutorials/solve-market-split-problem-with-iskay-quantum-optimizer"
            },
            {
              "title": "Hybrid quantum-enhanced ensemble classification (grid stability workflow)",
              "url": "/docs/tutorials/sml-classification"
            },
            {
              "title": "Simulate 2D tilted-field Ising with the QESEM function",
              "url": "/docs/tutorials/qedma-2d-ising-with-qesem"
            },
            {
              "title": "Simulate a kicked Ising model with the TEM function",
              "url": "/docs/tutorials/simulate-kicked-ising-tem"
            }
          ]
        },
        {
          "title": "Qiskit addons",
          "children": [
            {
              "title": "Multi-product formulas to reduce Trotter error",
              "url": "/docs/tutorials/multi-product-formula"
            },
            {
              "title": "Approximate quantum compilation for time evolution circuits",
              "url": "/docs/tutorials/approximate-quantum-compilation-for-time-evolution"
            },
            {
              "title": "Operator backpropagation (OBP) for estimation of expectation values",
              "url": "/docs/tutorials/operator-back-propagation"
            },
            {
              "title": "Wire cutting for expectation values estimation",
              "url": "/docs/tutorials/wire-cutting"
            },
            {
              "title": "Circuit cutting for periodic boundary conditions",
              "url": "/docs/tutorials/periodic-boundary-conditions-with-circuit-cutting"
            },
            {
              "title": "Circuit cutting for depth reduction",
              "url": "/docs/tutorials/depth-reduction-with-circuit-cutting"
            },
            {
              "title": "Readout error mitigation for the Sampler primitive using M3",
              "url": "/docs/tutorials/readout-error-mitigation-sampler"
            }
          ]
        },
        {
          "title": "Error mitigation",
          "children": [
            {
              "title": "Utility-scale error mitigation with probabilistic error amplification",
              "url": "/docs/tutorials/probabilistic-error-amplification"
            },
            {
              "title": "Combine error mitigation options with the Estimator primitive",
              "url": "/docs/tutorials/combine-error-mitigation-techniques"
            },
            {
              "title": "Probabilistic error cancellation with shaded lightcones",
              "url": "/docs/tutorials/pec-with-shaded-lightcones"
            },
            {
              "title": "Real-time benchmarking for qubit selection",
              "url": "/docs/tutorials/real-time-benchmarking-for-qubit-selection"
            }
          ]
        },
        {
          "title": "Error detection",
          "children": [
            {
              "title": "Repetition codes",
              "url": "/docs/tutorials/repetition-codes"
            },
            {
              "title": "Low-overhead error detection with spacetime codes",
              "url": "/docs/tutorials/ghz-spacetime-codes"
            }
          ]
        }
      ]
    }
  ]
}