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quant-ph2025
Excitation Amplitude Sampling for Low Variance Electronic Structure on Quantum Computers
Connor Lenihan, Oliver J. Backhouse, Basil Ibrahim +4
We combine classical heuristics with partial shadow tomography to enable efficient protocols for extracting information from correlated ab initio electronic systems encoded on quan…
quant-ph2024
Accelerating Quantum Eigensolver Algorithms With Machine Learning
Avner Bensoussan, Elena Chachkarova, Karine Even-Mendoza +2
In this paper, we explore accelerating Hamiltonian ground state energy calculation on NISQ devices. We suggest using search-based methods together with machine learning to accelera…