10 citations · 10 across the 1 of their papers we have counts for
2 papers
quant-ph2023★ 10 cited
Circuit Complexity through phase transitions: consequences in quantum state preparation
Sebastián Roca-Jerat, Teresa Sancho-Lorente, Juan Román-Roche +1
In this paper, we analyze the circuit complexity for preparing ground states of quantum many-body systems. In particular, how this complexity grows as the ground state approaches a…
quant-ph2021
Quantum kernels to learn the phases of quantum matter
Teresa Sancho-Lorente, Juan Román-Roche, David Zueco
Classical machine learning has succeeded in the prediction of both classical and quantum phases of matter. Notably, kernel methods stand out for their ability to provide interpreta…