TY  - JOUR
AU  - Clemente, G.
AU  - Crippa, A.
AU  - Jansen, K.
AU  - Ramirez-Uribe, S.
AU  - Renteria-Olivo, A. E.
AU  - Rodrigo, G.
AU  - Sborlini, G. F. R.
AU  - Vale Silva, L.
PY  - 2023
DA  - 2023//
TI  - Variational quantum eigensolver for causal loop Feynman diagrams and directed acyclic graphs
T2  - Phys. Rev. D
JO  - Physical Review D
SP  - 096035
EP  - 19pp
VL  - 108
IS  - 9
PB  - Amer Physical Soc
AB  - We present a variational quantum eigensolver (VQE) algorithm for the efficient bootstrapping of the causal representation of multiloop Feynman diagrams in the loop-tree duality or, equivalently, the selection of acyclic configurations in directed graphs. A loop Hamiltonian based on the adjacency matrix describing a multiloop topology, and whose different energy levels correspond to the number of cycles, is minimized by VQE to identify the causal or acyclic configurations. The algorithm has been adapted to select multiple degenerated minima and thus achieves higher detection rates. A performance comparison with a Grover's based algorithm is discussed in detail. The VQE approach requires, in general, fewer qubits and shorter circuits for its implementation, albeit with lesser success rates.
SN  - 2470-0010
UR  - https://arxiv.org/abs/2210.13240
UR  - https://doi.org/10.1103/PhysRevD.108.096035
DO  - 10.1103/PhysRevD.108.096035
LA  - English
N1  - WOS:001129019300004
ID  - Clemente_etal2023
ER  -