Adversarial uncertainty quantification in physics-informed neural networks Y Yang, P Perdikaris Journal of Computational Physics 394, 136-152, 2019 | 135 | 2019 |

Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks G Kissas, Y Yang, E Hwuang, WR Witschey, JA Detre, P Perdikaris Computer Methods in Applied Mechanics and Engineering 358, 112623, 2020 | 106 | 2020 |

Physics-informed neural networks for cardiac activation mapping F Sahli Costabal, Y Yang, P Perdikaris, DE Hurtado, E Kuhl Frontiers in Physics 8, 42, 2020 | 57 | 2020 |

Physics-informed deep generative models Y Yang, P Perdikaris Third workshop on Bayesian Deep Learning (NeurIPS 2018), Montréal, Canada., 2018 | 28 | 2018 |

Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems Y Yang, P Perdikaris Computational Mechanics 64 (2), 417–434, 2019 | 19 | 2019 |

Accurate artificial boundary conditions for the semi-discretized linear Schrödinger and heat equations on rectangular domains S Ji, Y Yang, G Pang, X Antoine Computer Physics Communications 222, 84-93, 2018 | 17 | 2018 |

Differential operator multiplication method for fractional differential equations S Tang, Y Ying, Y Lian, S Lin, Y Yang, GJ Wagner, WK Liu Computational Mechanics 58 (5), 879-888, 2016 | 15 | 2016 |

Bayesian differential programming for robust systems identification under uncertainty Y Yang, M Aziz Bhouri, P Perdikaris Proceedings of the Royal Society A 476 (2243), 20200290, 2020 | 13 | 2020 |

Exact boundary condition for semi-discretized Schrödinger equation and heat equation in a rectangular domain G Pang, Y Yang, S Tang Journal of Scientific Computing 72 (1), 1-13, 2017 | 7 | 2017 |

Eliminating corner effects in square lattice simulation G Pang, S Ji, Y Yang, S Tang Computational Mechanics 62 (1), 111-122, 2018 | 6 | 2018 |

Stability and convergence analysis of artificial boundary conditions for the Schrödinger equation on a rectangular domain G Pang, Y Yang, X Antoine, S Tang Mathematics of Computation 90 (332), 26, 2021 | 2 | 2021 |

Accurate artificial boundary conditions for semi-discretized one-dimensional peridynamics S Ji, G Pang, J Zhang, Y Yang, P Perdikaris Proceedings of the Royal Society A 477 (2250), 20210229, 2021 | 2 | 2021 |

Physics-Informed Deep Generative Models for Scalable Uncertainty Quantification Y Yang, P Perdikaris | 1 | 2019 |

Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs Y Yang, A Blanchard, T Sapsis, P Perdikaris arXiv preprint arXiv:2102.10085, 2021 | | 2021 |