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Yeonjong Shin

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Dying ReLU and Initialization: Theory and Numerical Examples

Journal Article

Dying ReLU and Initialization: Theory and Numerical Examples

Communications in Computational Physics, Vol. 28 (2020), Iss. 5 : pp. 1671–1706

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On the Convergence of Physics Informed Neural Networks for Linear Second-Order Elliptic and Parabolic Type PDEs

Journal Article

On the Convergence of Physics Informed Neural Networks for Linear Second-Order Elliptic and Parabolic Type PDEs

Communications in Computational Physics, Vol. 28 (2020), Iss. 5 : pp. 2042–2074

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Identification of Corrupted Data via $k$-Means Clustering for Function Approximation

Journal Article

Identification of Corrupted Data via $k$-Means Clustering for Function Approximation

CSIAM Transactions on Applied Mathematics, Vol. 2 (2021), Iss. 1 : pp. 81–107

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