193 citations · 474 across the 15 of their papers we have counts for
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quant-ph2022★ 11 cited
Iterative-Free Quantum Approximate Optimization Algorithm Using Neural Networks
Ohad Amosy, Tamuz Danzig, Ely Porat +2
The quantum approximate optimization algorithm (QAOA) is a leading iterative variational quantum algorithm for heuristically solving combinatorial optimization problems. A large po…
quant-ph2022★ 19 cited
Approximate encoding of quantum states using shallow circuits
Matan Ben Dov, David Shnaiderov, Adi Makmal +1
A common requirement of quantum simulations and algorithms is the preparation of complex states through sequences of 2-qubit gates. For a generic quantum state, the number of gates…