20 citations · 37 across the 4 of their papers we have counts for
4 papers
Efficient optimization and conceptual barriers in variational finite Projected Entangled-Pair States
Daniel Alcalde Puente, Erik Lennart Weerda, Konrad Schröder +1
Projected entangled pair states (PEPS) on finite two-dimensional lattices are a natural ansatz for representing ground states of local many-body Hamiltonians, as they inherently sa…
Learning Feedback Mechanisms for Measurement-Based Variational Quantum State Preparation
Daniel Alcalde Puente, Matteo Rizzi
This work introduces a self-learning protocol that incorporates measurement and feedback into variational quantum circuits for efficient quantum state preparation. By combining pro…
Quantum state preparation via engineered ancilla resetting
Daniel Alcalde Puente, Felix Motzoi, Tommaso Calarco +2
In this theoretical investigation, we study the effectiveness of a protocol that incorporates periodic quantum resetting to prepare ground states of frustration-free parent Hamilto…
Convolutional restricted Boltzmann machine aided Monte Carlo: An application to Ising and Kitaev models
Daniel Alcalde Puente, Ilya M. Eremin
Machine learning is becoming widely used in analyzing the thermodynamics of many-body condensed matter systems. Restricted Boltzmann Machine (RBM) aided Monte Carlo simulations hav…