47 citations · 94 across the 14 of their papers we have counts for
4 papers · 1 filter
QuForge: A Library for Qudits Simulation
Tiago de Souza Farias, Lucas Friedrich, Jonas Maziero
Quantum computing with qudits, an extension of qubits to multiple levels, is a research field less mature than qubit-based quantum computing. However, qudits can offer some advanta…
Barren plateaus are amplified by the dimension of qudits
Lucas Friedrich, Tiago de Souza Farias, Jonas Maziero
Variational Quantum Algorithms (VQAs) have emerged as pivotal strategies for attaining quantum advantage in diverse scientific and technological domains, notably within Quantum Neu…
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration
Lucas Friedrich, Jonas Maziero
The rapid development of quantum computers promises transformative impacts across diverse fields of science and technology. Quantum neural networks (QNNs), as a forefront applicati…
Preparing general mixed quantum states on quantum computers
Lucas Friedrich, Douglas F. Pinto, Diego S. Starke +1
The preparation of quantum states is a fundamental subroutine for a broad class of quantum information protocols and is critical for both quantum communication and quantum computat…