Reduced order modeling for nonlinear structural analysis using Gaussian process regression M Guo, JS Hesthaven Computer Methods in Applied Mechanics and Engineering 341, 807-826, 2018 | 89 | 2018 |

Data-driven reduced order modeling for time-dependent problems M Guo, JS Hesthaven Computer Methods in Applied Mechanics and Engineering 345, 75-99, 2019 | 71 | 2019 |

Non-intrusive reduced-order modeling for fluid problems: A brief review J Yu, C Yan, M Guo Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2019 | 21 | 2019 |

A non-intrusive multifidelity method for the reduced order modeling of nonlinear problems M Kast, M Guo, JS Hesthaven Computer Methods in Applied Mechanics and Engineering 364, 112947, 2020 | 15 | 2020 |

Model order reduction for large-scale structures with local nonlinearities Z Zhang, M Guo, JS Hesthaven Computer Methods in Applied Mechanics and Engineering 353, 491-515, 2019 | 7 | 2019 |

积分法与单位载荷法一致性的数学推证 郭孟武 力学与实践 35 (4), 70-72, 2013 | 5 | 2013 |

An energy-based error bound of physics-informed neural network solutions in elasticity M Guo, E Haghighat arXiv preprint arXiv:2010.09088, 2020 | 4 | 2020 |

Strict upper and lower bounds for quantities of interest in static response sensitivity analysis M Guo, H Zhong Applied Mathematical Modelling 49, 17-34, 2017 | 2 | 2017 |

Weak form quadrature solution of 2*m*th-order Fredholm integro-differential equationsM Guo, H Zhong International Journal of Computer Mathematics 93 (10), 1650-1664, 2016 | 2 | 2016 |

A second-order perturbation method for fuzzy eigenvalue problems M Guo, H Zhong, K You Engineering Computations, 2016 | 2 | 2016 |

Goal-oriented error estimation for beams on elastic foundation with double shear effect M Guo, H Zhong Applied mathematical modelling 39 (16), 4699-4714, 2015 | 2 | 2015 |

Constitutive-relation-error-based a posteriori error bounds for a class of elliptic variational inequalities M Guo, H Zhong Applied Mathematics Letters 71, 14-23, 2017 | 1 | 2017 |

Legendre-Fenchel duality and a generalized constitutive relation error M Guo, W Han, H Zhong arXiv preprint arXiv:1611.05589, 2016 | 1 | 2016 |

Strict upper and lower bounds of quantities for beams on elastic foundation by dual analysis L Wang, M Guo, H Zhong Engineering Computations, 2015 | 1 | 2015 |

A brief note on understanding neural networks as Gaussian processes M Guo arXiv preprint arXiv:2107.11892, 2021 | | 2021 |

Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities M Guo, A Manzoni, M Amendt, P Conti, JS Hesthaven arXiv preprint arXiv:2102.13403, 2021 | | 2021 |

Predictive monitoring of large-scale engineering assets using machine learning techniques and reduced order modeling C Bigoni, M Guo, JS Hesthaven | | 2021 |

Model order reduction in computational mechanics using Gaussian process regression M Guo, Z Zhang, JS Hesthaven XV International Conference on Computational Plasticity. Fundamentals and …, 2019 | | 2019 |

两种严格界面向目标误差估计方法的等价性 郭孟武， 钟宏志 清华大学学报 (自然科学版), 2017 | | 2017 |

Equivalence of two strictly bounding approaches for goal-oriented error estimation GUO Mengwu, Z Hongzhi Journal of Tsinghua University (Science and Technology) 57 (4), 362-368, 2017 | | 2017 |