204 citations · 1.2k across the 57 of their papers we have counts for
58 papers
A Two-Regime Statistical Framework for Wind-Power Distributions: From Wind-Speed Fluctuations to Turbine Control
S. Mitra, S. E. Lakhal, C. P. Connaughton +2
Wind-power variability is a major challenge for the reliable integration of utility-scale wind energy into modern power systems. Although wind-speed statistics are often described…
Rician Distribution as a Physically Interpretable Model for Wind-Speed Statistics
S. Mitra, S. E. Lakhal, C. P. Connaughton +2
The statistics of atmospheric wind variations are commonly modeled using Gaussian or Weibull forms, which often trade physical interpretability against statistical accuracy, especi…
Machine learning-based prediction of Q-voter model in complex networks
Aruane M. Pineda, Paul Kent, Colm Connaughton +1
In this article, we consider machine learning algorithms to accurately predict two variables associated with the -voter model in complex networks, i.e., (i) the consensus time a…
Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price +3
Envisioned application areas for reinforcement learning (RL) include autonomous driving, precision agriculture, and finance, which all require RL agents to make decisions in the re…
Distinguishing Risk Preferences using Repeated Gambles
James Price, Colm Connaughton
Sequences of repeated gambles provide an experimental tool to characterize the risk preferences of humans or artificial decision-making agents. The difficulty of this inference dep…
Cultural heterogeneity constrains diffusion of innovations
Aruane M. Pineda, Sandro M. Reia, Colm Connaughton +2
Rogers' diffusion of innovations theory asserts that cultural similarity among individuals plays a crucial role in the acceptance of an innovation in a community. However, most stu…