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This code was created as part of a bachelor's thesis in the field of mathematics. It extends the BOIS for VQE algorithm by introducing "immediate sharing" and enabling sharing between geometries whose Hamiltonians are extended in differing sets of Pauli strings.
[QCE 2023]"QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits" Tianlong Chen, Zhenyu Zhang, Hanrui Wang, Jiaqi Gu, Zirui Li, David Z Pan, Frederic T Chong, Song Han, Zhangyang Wang
VQE is a promising quantum algorithm, but it presents problems dealing with ions or excited states. For this reason it is possible to modify the algorithm with constrains. In this repo we implemented a practical working version of vqe that is able to perform well even in noisy environments.
Lectures on hybrid quantum-classical machine learning given during "VI Pyrenees Winter School Quantum Information Meeting for Barcelona's Community" on 14-17.02.2023, Setcases, Spain