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Tong Qin 0002

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affiliation: Ohio State University, Department of Mathematics, Columbus, OH, USA
affiliation (PhD 2017): Brown University, Division of Applied Mathematics, Providence, RI, USA

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2020 – today

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2021
[j5]
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Tong Qin, Zhen Chen, John D. Jakeman, Dongbin Xiu:
Data-Driven Learning of Nonautonomous Systems. SIAM J. Sci. Comput. 43(3): A1607-A1624 (2021)
2020
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Kailiang Wu, Tong Qin, Dongbin Xiu:
Structure-Preserving Method for Reconstructing Unknown Hamiltonian Systems From Trajectory Data. SIAM J. Sci. Comput. 42(6): A3704-A3729 (2020)
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  - journals/corr/abs-2002-04658
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Jun Hou, Tong Qin, Kailiang Wu, Dongbin Xiu:
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data. CoRR abs/2002.04658 (2020)
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  - journals/corr/abs-2006-02392
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Tong Qin, Zhen Chen, John D. Jakeman, Dongbin Xiu:
Data-driven learning of non-autonomous systems. CoRR abs/2006.02392 (2020)

2010 – 2019

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2019
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Tong Qin, Kailiang Wu, Dongbin Xiu:
Data driven governing equations approximation using deep neural networks. J. Comput. Phys. 395: 620-635 (2019)
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  - journals/corr/abs-1905-10396
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Kailiang Wu, Tong Qin, Dongbin Xiu:
Structure-preserving Method for Reconstructing Unknown Hamiltonian Systems from Trajectory Data. CoRR abs/1905.10396 (2019)
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  - journals/corr/abs-1910-07096
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Tong Qin, Zhen Chen, John D. Jakeman, Dongbin Xiu:
A neural network approach for uncertainty quantification for time-dependent problems with random parameters. CoRR abs/1910.07096 (2019)
2018
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Tong Qin, Chi-Wang Shu:
Implicit Positivity-Preserving High-Order Discontinuous Galerkin Methods for Conservation Laws. SIAM J. Sci. Comput. 40(1) (2018)
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Tong Qin, Ling Zhou, Dongbin Xiu:
Reducing Parameter Space for Neural Network Training. CoRR abs/1805.08340 (2018)
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  - journals/corr/abs-1811-05537
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Tong Qin, Kailiang Wu, Dongbin Xiu:
Data Driven Governing Equations Approximation Using Deep Neural Networks. CoRR abs/1811.05537 (2018)
2016
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Tong Qin, Chi-Wang Shu, Yang Yang:
Bound-preserving discontinuous Galerkin methods for relativistic hydrodynamics. J. Comput. Phys. 315: 323-347 (2016)

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