skip to main content
Idioma:
Resultados 1 2 3 next page
Mostrar Somente
Result Number Material Type Add to My Shelf Action Record Details and Options
1
A Machine Learning‐Based Global Atmospheric Forecast Model
A Machine Learning‐Based Global Atmospheric Forecast Model
Material Type:
Artigo 		Adicionar ao Meu Espaço

A Machine Learning‐Based Global Atmospheric Forecast Model

Arcomano, Troy ; Szunyogh, Istvan ; Pathak, Jaideep ; Wikner, Alexander ; Hunt, Brian R. ; Ott, Edward

Geophysical research letters, 2020-05, Vol.47 (9), p.n/a [Periódico revisado por pares]

Washington: John Wiley & Sons, Inc

Texto completo disponível

Citações Citado por
2
Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems
Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems
Material Type:
Artigo 		Adicionar ao Meu Espaço

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

Wikner, Alexander ; Pathak, Jaideep ; Hunt, Brian ; Girvan, Michelle ; Arcomano, Troy ; Szunyogh, Istvan ; Pomerance, Andrew ; Ott, Edward

Chaos (Woodbury, N.Y.), 2020-05, Vol.30 (5), p.053111-053111 [Periódico revisado por pares]

Melville: American Institute of Physics

Texto completo disponível

Citações Citado por
3
A Hybrid Atmospheric Model Incorporating Machine Learning Can Capture Dynamical Processes Not Captured by Its Physics‐Based Component
A Hybrid Atmospheric Model Incorporating Machine Learning Can Capture Dynamical Processes Not Captured by Its Physics‐Based Component
Material Type:
Artigo 		Adicionar ao Meu Espaço

A Hybrid Atmospheric Model Incorporating Machine Learning Can Capture Dynamical Processes Not Captured by Its Physics‐Based Component

Arcomano, Troy ; Szunyogh, Istvan ; Wikner, Alexander ; Hunt, Brian R. ; Ott, Edward

Geophysical research letters, 2023-04, Vol.50 (8), p.n/a [Periódico revisado por pares]

Washington: John Wiley & Sons, Inc

Texto completo disponível

Citações Citado por
4
Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components
Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components
Material Type:
Artigo 		Adicionar ao Meu Espaço

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

Wikner, Alexander ; Pathak, Jaideep ; Hunt, Brian R. ; Szunyogh, Istvan ; Girvan, Michelle ; Ott, Edward

Chaos (Woodbury, N.Y.), 2021-05, Vol.31 (5), p.053114-053114 [Periódico revisado por pares]

Melville: American Institute of Physics

Texto completo disponível

Citações Citado por
5
Data-informed reservoir computing for efficient time-series prediction
Data-informed reservoir computing for efficient time-series prediction
Material Type:
Artigo 		Adicionar ao Meu Espaço

Data-informed reservoir computing for efficient time-series prediction

Köster, Felix ; Patel, Dhruvit ; Wikner, Alexander ; Jaurigue, Lina ; Lüdge, Kathy

Chaos (Woodbury, N.Y.), 2023-07, Vol.33 (7) [Periódico revisado por pares]

United States: American Institute of Physics

Texto completo disponível

Citações Citado por
6
A Hybrid Approach to Atmospheric Modeling That Combines Machine Learning With a Physics‐Based Numerical Model
A Hybrid Approach to Atmospheric Modeling That Combines Machine Learning With a Physics‐Based Numerical Model
Material Type:
Artigo 		Adicionar ao Meu Espaço

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

Arcomano, Troy ; Szunyogh, Istvan ; Wikner, Alexander ; Pathak, Jaideep ; Hunt, Brian R. ; Ott, Edward

Journal of advances in modeling earth systems, 2022-03, Vol.14 (3), p.n/a [Periódico revisado por pares]

Washington: John Wiley & Sons, Inc

Texto completo disponível

Citações Citado por
7
Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model
Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model
Material Type:
Artigo 		Adicionar ao Meu Espaço

Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model

Pathak, Jaideep ; Wikner, Alexander ; Fussell, Rebeckah ; Chandra, Sarthak ; Hunt, Brian R. ; Girvan, Michelle ; Ott, Edward

Chaos (Woodbury, N.Y.), 2018-04, Vol.28 (4), p.041101-041101 [Periódico revisado por pares]

United States

Texto completo disponível

Citações Citado por
8
Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing
Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing
Material Type:
Artigo 		Adicionar ao Meu Espaço

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

Wikner, Alexander ; Harvey, Joseph ; Girvan, Michelle ; Hunt, Brian R. ; Pomerance, Andrew ; Antonsen, Thomas ; Ott, Edward

Neural networks, 2024-02, Vol.170, p.94-110 [Periódico revisado por pares]

United States: Elsevier Ltd

Texto completo disponível

Citações Citado por
9
Attention-Based Ensemble Pooling for Time Series Forecasting
Attention-Based Ensemble Pooling for Time Series Forecasting
Material Type:
Artigo 		Adicionar ao Meu Espaço

Attention-Based Ensemble Pooling for Time Series Forecasting

Patel, Dhruvit ; Wikner, Alexander

arXiv.org, 2023-10

Ithaca: Cornell University Library, arXiv.org

Texto completo disponível

Citações Citado por
10
Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization
Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization
Material Type:
Artigo 		Adicionar ao Meu Espaço

Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization

Wikner, Alexander ; Harvey, Joseph ; Girvan, Michelle ; Hunt, Brian R ; Pomerance, Andrew ; Antonsen, Thomas ; Ott, Edward

arXiv.org, 2022-12

Ithaca: Cornell University Library, arXiv.org

Texto completo disponível

Citações Citado por
Resultados 1 2 3 next page

Personalize Seus Resultados

  1. Editar

Refine Search Results

Expandir Meus Resultados

  1.   

Mostrar Somente

  1. Revistas revisadas por pares (18)

Refinar Meus Resultados

Tipo de Recurso 

  1. Artigos  (24)
  2. Anais de Congresso  (6)
  3. Mais opções open sub menu

Data de Publicação 

De até
Refinar
  1. Antes de2005  (5)
  2. 2005Até2013  (3)
  3. 2014Até2017  (10)
  4. 2018Até2022  (9)
  5. Após 2022  (4)
  6. Mais opções open sub menu

  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

Buscando em bases de dados remotas. Favor aguardar.