Running Quantum Circuits on IBM Quantum Computers
IBM provides free access to real quantum computers through the IBM Quantum Platform. Using Qiskit, you can design quantum circuits, simulate them, and run them on real quantum hardware.
This guide explains the steps, tools, and concepts needed to run your own quantum circuits.
๐น 1. What You Need Before You Start
To run quantum circuits on IBM Quantum devices, you need:
IBM Quantum Account
Create one at: quantum-computing.ibm.com
Qiskit installed
Install using:
pip install qiskit
API token
Available in your IBM Quantum dashboard.
Required to authenticate Qiskit with IBM’s quantum backends.
๐น 2. Understanding the Basics
Quantum Circuits
A quantum circuit is made up of:
Qubits (quantum bits)
Gates (quantum operations like H, X, CNOT)
Measurements (convert quantum info → classical bits)
Example:
A simple circuit to create a Bell state.
Quantum Backends
A backend is a device where the circuit runs.
Two types:
Simulators (local or cloud-based)
Real quantum computers (e.g., IBM’s 5-qubit or 27-qubit devices)
Examples:
ibmq_qasm_simulator
ibm_nairobi
ibm_perth
๐น 3. Steps to Run Your First Quantum Circuit
Step 1: Load Your IBM Quantum Account
from qiskit import IBMQ
IBMQ.save_account('YOUR_API_TOKEN')
IBMQ.load_account()
Step 2: Choose a Backend
provider = IBMQ.get_provider(hub='ibm-q')
backend = provider.get_backend('ibm_nairobi')
You can also check available devices:
provider.backends()
Step 3: Build a Quantum Circuit
Example: create a Bell state (entangled qubits)
from qiskit import QuantumCircuit
qc = QuantumCircuit(2, 2)
qc.h(0) # Hadamard on qubit 0
qc.cx(0, 1) # CNOT between qubit 0 and 1
qc.measure([0,1], [0,1])
qc.draw()
Step 4: Execute the Circuit
Submit your circuit to run on the backend:
from qiskit import execute
job = execute(qc, backend=backend, shots=1024)
job_id = job.job_id()
print("Job ID:", job_id)
Step 5: Get the Results
result = job.result()
counts = result.get_counts()
print(counts)
Example output:
{'00': 520, '11': 504}
This shows entanglement because the results are strongly correlated.
๐น 4. Choosing Between Simulator vs Real Hardware
Feature Simulator Real Quantum Computer
Noise None or very low Significant
Speed Fast Slower (queue times)
Accuracy Ideal results Real-world imperfections
Use Case Experiment, debug Validate real hardware performance
For learning: use simulators.
For real experiments: use hardware backends.
๐น 5. Dealing With Noise & Errors
Real quantum devices have:
Decoherence
Gate errors
Measurement errors
To improve results, Qiskit provides:
Error mitigation tools
Measurement calibration
Transpiler optimizations
Example:
from qiskit import transpile
optimized_qc = transpile(qc, backend, optimization_level=3)
๐น 6. Visualizing Results
Qiskit includes visualization tools:
from qiskit.visualization import plot_histogram
plot_histogram(counts)
This shows the probability distribution measured from the circuit.
๐น 7. Running Advanced Quantum Circuits
You can run:
Quantum algorithms (Grover, Shor, QFT)
Variational circuits (VQE, QAOA)
Quantum machine-learning experiments
Multi-qubit entanglement tests
Random quantum circuits for benchmarking
IBM Quantum also supports:
Pulse-level programming (Qiskit Pulse)
Dynamic circuits
Qiskit Runtime for faster execution
๐น 8. Tips for Efficient Use of IBM Quantum Devices
Use transpilation to optimize circuits
Use shorter-depth circuits to avoid noise
Check device properties before running
Use error mitigation tools
Submit jobs when queues are shorter (late night / early morning)
๐ฏ Summary
Running quantum circuits on IBM Quantum involves:
Creating a quantum circuit with Qiskit
Connecting to IBM’s quantum backends
Choosing the right device (simulator or real hardware)
Executing the job
Viewing and interpreting results
IBM Quantum makes it possible for anyone to experiment with real quantum computers.
Learn Quantum Computing Training in Hyderabad
Read More
The Differences Between Qiskit, Cirq, and Braket
Introduction to Cirq: Google’s Quantum Programming Framework
Getting Started with Qiskit: Your First Quantum Program
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