Gallery of examples

General examples

Examples of TensorLy-Quantum usage:

1. Variational Quantum Eigensolver

   • Traditional VQE for quantum Ising model Hamiltonian via PyTorch Autograd supported TT-tensors with TensorLy-Quantum.

2. Multi-Basis Encoding

   • Multi-basis encoding 1 (MBE) quantum optimization algorithm for MaxCut via PyTorch Autograd supported TT-tensors with TensorLy-Quantum.

1

20. 12. Patti, J. Kossaifi, A. Anandkumar, and S. F. Yelin, “Variational Quantum Optimization with Multi-Basis Encodings,” (2021), arXiv:2106.13304.

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