Search Results - "Wikner, Alexander"

Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing.

Authors: Wikner, Alexander Harvey, Joseph Girvan, Michelle et al.

Source: Neural Networks; Feb2024, Vol. 170, p94-110, 17p

Data-informed reservoir computing for efficient time-series prediction.

Authors: Köster, Felix Patel, Dhruvit Wikner, Alexander et al.

Source: Chaos; Jul2023, Vol. 33 Issue 7, p1-11, 11p

Artificial Intelligence and Its Application in Numerical Weather Prediction.

Authors: Soldatenko, S. A.^1,2 (AUTHOR) soldatenko@aari.ru

Source: Russian Meteorology & Hydrology. Apr2024, Vol. 49 Issue 4, p283-298. 16p.

Subject Terms: *Artificial intelligence, *Long-range weather forecasting, *Weather forecasting, *Numerical weather forecasting, *Computer science, *Weather, *Quality control

Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components.

Authors: Wikner, Alexander Pathak, Jaideep Hunt, Brian R. et al.

Source: Chaos. May2021, Vol. 31 Issue 5, p1-11. 11p.

A Hybrid Approach to Atmospheric Modeling That Combines Machine Learning With a Physics‐Based Numerical Model.

Authors: Arcomano, Troy Szunyogh, Istvan Wikner, Alexander et al.

Source: Journal of Advances in Modeling Earth Systems; Mar2022, Vol. 14 Issue 3, p1-21, 21p

Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems.

Authors: Wikner, Alexander Pathak, Jaideep Hunt, Brian et al.

Source: Chaos. May2020, Vol. 30 Issue 5, p1-16. 16p. 6 Color Photographs, 5 Diagrams, 2 Charts, 4 Graphs.