From the 1 of 3 linked papers with an AI index.
3 papers
physics.data-an2026
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
The paper presents a two‑regime statistical model that links wind‑speed fluctuations to turbine power output, using a Rician distribution for the aerodynamic regime and a bounded s…
physics.data-an2026
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…
cs.LG2025
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…