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Alan John Varghese

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Neural Networks : the Official Journal of the International Neural Network Society|March 24, 2025
SympGNNs: Symplectic Graph Neural Networks for identifying high-dimensional Hamiltonian systems and node classificationAlan John Varghese, Zhen Zhang, George Em Karniadakis
Neural Networks : the Official Journal of the International Neural Network Society|December 30, 2023
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformersAlan John Varghese, Aniruddha Bora, Mengjia Xu, et al.
Nature Communications|June 2, 2026
Automatic selection of the best neural architecture for time series forecastingQianying Cao, Shanqing Liu, Alan John Varghese, et al.
Machine Learning for Computational Science and Engineering|June 25, 2026
From PINNs to PIKANs: recent advances in physics-informed machine learningJuan Diego Toscano, Vivek Oommen, Alan John Varghese, et al.
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Showing results (1-10 of 4) with videos related to

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Pageof 1
Neural Networks : the Official Journal of the International Neural Network Society|March 24, 2025
SympGNNs: Symplectic Graph Neural Networks for identifying high-dimensional Hamiltonian systems and node classificationAlan John Varghese, Zhen Zhang, George Em Karniadakis
Neural Networks : the Official Journal of the International Neural Network Society|December 30, 2023
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformersAlan John Varghese, Aniruddha Bora, Mengjia Xu, et al.
Nature Communications|June 2, 2026
Automatic selection of the best neural architecture for time series forecastingQianying Cao, Shanqing Liu, Alan John Varghese, et al.
Machine Learning for Computational Science and Engineering|June 25, 2026
From PINNs to PIKANs: recent advances in physics-informed machine learningJuan Diego Toscano, Vivek Oommen, Alan John Varghese, et al.
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