MindSpore Quantum Documents¶
MindSpore Quantum is a newgeneration quantum computing suite based on MindSpore, supporting training and inference of multiple quantum neural networks.
MindSpore Quantum focuses on the implementation of NISQ algorithms. It combines the HiQ highperformance quantum computing simulator with the parallel automatic differentiation capability of MindSpore. MindSpore Quantum is easytouse with ultrahigh performance. It can efficiently handle problems like quantum machine learning, quantum chemistry simulation, and quantum optimization. MindSpore Quantum provides an efficient platform for researchers, teachers and students to quickly design and verify quantum algorithms, making quantum computing at your fingertips.
Typical Application Scenarios¶

Add the quantum neural network to the training process to improve the convergence accuracy.

Use VQE to solve the ground state energy of molecular system.
Quantum Combinatorial Optimization
Use QAOA to solve the MaxCut problem.