66 citations · 190 across the 16 of their papers we have counts for
6 papers · 1 filter
Bayesian optimization of distributed neurodynamical controller models for spatial navigation
Armin Hadzic, Grace M. Hwang, Kechen Zhang +2
Dynamical systems models for controlling multi-agent swarms have demonstrated advances toward resilient, decentralized navigation algorithms. We previously introduced the NeuroSwar…
Quantifying the Impact of Precision Errors on Quantum Approximate Optimization Algorithms
Gregory Quiroz, Paraj Titum, Phillip Lotshaw +4
The quantum approximate optimization algorithm (QAOA) is a hybrid quantum-classical algorithm that seeks to achieve approximate solutions to optimization problems by iteratively al…
Detecting Anomalous Swarming Agents with Graph Signal Processing
Kevin Schultz, Anshu Saksena, Elizabeth P. Reilly +2
Collective motion among biological organisms such as insects, fish, and birds has motivated considerable interest not only in biology but also in distributed robotic systems. In a…
Analyzing Collective Motion Using Graph Fourier Analysis
Kevin Schultz, Marisel Villafane-Delgado, Elizabeth P. Reilly +2
Collective motion in animal groups, such as swarms of insects, flocks of birds, and schools of fish, are some of the most visually striking examples of emergent behavior. Empirical…
Universal Dephasing Noise Injection via Schrodinger Wave Autoregressive Moving Average Models
Andrew Murphy, Jacob Epstein, Gregory Quiroz +10
We present and validate a novel method for noise injection of arbitrary spectra in quantum circuits that can be applied to any system capable of executing arbitrary single qubit ro…
Impact of correlations and heavy-tails on quantum error correction
B. D. Clader, Colin J. Trout, Jeff P. Barnes +3
We show that space- and time-correlated single-qubit rotation errors can lead to high-weight errors in a quantum circuit when the rotation angles are drawn from heavy-tailed distri…