161 citations · 421 across the 9 of their papers we have counts for
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quant-ph2019★ 40 cited
Hybrid quantum-classical neural network for calculating ground state energies of molecules
Rongxin Xia, Sabre Kais
We present a hybrid quantum classical neural network that can be trained to perform electronic structure calculation and generate potential energy curves of simple molecules. The m…
quant-ph2019★ 161 cited
A quantum algorithm for evolving open quantum dynamics on quantum computing devices
Zixuan Hu, Rongxin Xia, Sabre Kais
Designing quantum algorithms for simulating quantum systems has seen enormous progress, yet few studies have been done to develop quantum algorithms for open quantum dynamics despi…
quant-ph2019★ 2 cited
Context aware quantum simulation of a matrix stored in quantum memory
Ammar Daskin, Teng Bian, Rongxin Xia +1
In this paper a storage method and a context-aware circuit simulation idea are presented for the sum of block diagonal matrices. Using the design technique for a generalized circui…