Pomerance, Andrew
- Model-Free Control of Dynamical Systems with Deep Reservoir Computing
2020/10/05 by Canaday, Daniel, Pomerance, Andrew, Gauthier, Daniel J · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization
2022/11/09 by Wikner, Alexander, Harvey, Joseph, Girvan, Michelle +4 · 1 citation
#Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Tailored Forecasting from Short Time Series via Meta-learning
2025/01/27 by Norton, Declan A., Ott, Edward, Pomerance, Andrew +2 · 1 citation
#Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)