Stochastic linearization of turbulent dynamics of dispersive waves in equilibrium and non-equilibrium state
Jiang, Shixiao W, Lu, Haihao, Zhou, Douglas, Cai, David
Published in New journal of physics (08.08.2016)
Published in New journal of physics (08.08.2016)
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Journal Article
Machine learning for prediction with missing dynamics
Harlim, John, Jiang, Shixiao W., Liang, Senwei, Yang, Haizhao
Published in Journal of computational physics (01.03.2021)
Published in Journal of computational physics (01.03.2021)
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Journal Article
Graph-based prior and forward models for inverse problems on manifolds with boundaries
Harlim, John, Jiang, Shixiao W, Kim, Hwanwoo, Sanz-Alonso, Daniel
Published in Inverse problems (01.03.2022)
Published in Inverse problems (01.03.2022)
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Journal Article
Modulation-resonance mechanism for surface waves in a two-layer fluid system
Jiang, Shixiao W., Kovačič, Gregor, Zhou, Douglas, Cai, David
Published in Journal of fluid mechanics (25.09.2019)
Published in Journal of fluid mechanics (25.09.2019)
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Journal Article
Solving PDEs on unknown manifolds with machine learning
Liang, Senwei, Jiang, Shixiao W., Harlim, John, Yang, Haizhao
Published in Applied and computational harmonic analysis (01.07.2024)
Published in Applied and computational harmonic analysis (01.07.2024)
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Journal Article
Parameter estimation with data-driven nonparametric likelihood functions
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Journal Article