SIAM J. Sci. Comput.
 2024
DOI: 10.1137/23m1561397
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Leveraging Multitime Hamilton–Jacobi PDEs for Certain Scientific Machine Learning Problems

Paula Chen,
Tingwei Meng,
Zongren Zou
et al.
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Cited by 3 publications
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References 34 publications
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A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks

Shukla,
Toscano,
Wang
et al. 2024
Computer Methods in Applied Mechanics and Engineering
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A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks

Shukla,
Toscano,
Wang
et al. 2024
Computer Methods in Applied Mechanics and Engineering
1
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0
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Leveraging Viscous Hamilton–Jacobi PDEs for Uncertainty Quantification in Scientific Machine Learning

Zou,
Meng,
Chen
et al. 2024
SIAM/ASA J. Uncertainty Quantification
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A Comprehensive and Fair Comparison between Mlp and Kan Representations for Differential Equations and Operator Networks

Shukla,
Toscano,
Wang
et al. 2024
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