40 citations · 154 across the 14 of their papers we have counts for
4 papers · 1 filter
Artificial Intelligence for Quantum Computing
Yuri Alexeev, Marwa H. Farag, Taylor L. Patti +25
Artificial intelligence (AI) advancements over the past few years have had an unprecedented and revolutionary impact across everyday application areas. Its significance also extend…
The computational power of random quantum circuits in arbitrary geometries
Matthew DeCross, Reza Haghshenas, Minzhao Liu +49
Empirical evidence for a gap between the computational powers of classical and quantum computers has been provided by experiments that sample the output distributions of two-dimens…
Equivariant QAOA and the Duel of the Mixers
Boris Tsvelikhovskiy, Ilya Safro, Yuri Alexeev
Constructing an optimal mixer for Quantum Approximate Optimization Algorithm (QAOA) Hamiltonian is crucial for enhancing the performance of QAOA in solving combinatorial optimizati…
Graph Representation Learning for Parameter Transferability in Quantum Approximate Optimization Algorithm
Jose Falla, Quinn Langfitt, Yuri Alexeev +1
The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization. O…