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nlin.CD2025
Empirical Discovery of Multi-Scale Transfer of Information in Dynamical Systems
Christopher W. Curtis, Erik M. Bollt
In this work, we quantify the time scales and information flow associated with multiscale energy transfer in a weakly turbulent system. This is done through a greedy optimization a…
physics.space-ph2025★ 1 cited
Forecasting Local Ionospheric Parameters Using Transformers
Daniel J. Alford-Lago, Christopher W. Curtis, Alexander T. Ihler +2
We present a novel method for forecasting key ionospheric parameters using transformer-based neural networks. The model provides accurate forecasts and uncertainty quantification o…