Urbanization and climate change jointly shift land surface phenology in the northern mid-latitude large cities T Qiu, C Song, Y Zhang, H Liu, JM Vose Remote Sensing of Environment 236, 111477, 2020 | 71 | 2020 |

Meta-auto-decoder for solving parametric partial differential equations X Huang, Z Ye, H Liu, S Ji, Z Wang, K Yang, Y Li, M Wang, H Chu, F Yu, ... Advances in Neural Information Processing Systems 35, 23426-23438, 2022 | 23 | 2022 |

Solving partial differential equations with point source based on physics-informed neural networks X Huang, H Liu, B Shi, Z Wang, K Yang, Y Li, B Weng, M Wang, H Chu, ... IJCAI 2022, 2022 | 17 | 2022 |

Temporal predictions of periodic flows using a mesh transformation and deep learning-based strategy Z Deng, H Liu, B Shi, Z Wang, F Yu, Z Liu, G Chen Aerospace Science and Technology 134, 108081, 2023 | 11 | 2023 |

Prediction of transonic flow over supercritical airfoils using geometric-encoding and deep-learning strategies Z Deng, J Wang, H Liu, H Xie, BK Li, M Zhang, T Jia, Y Zhang, Z Wang, ... Physics of Fluids 35, 075146 (2023) 35 (7), 2023 | 10 | 2023 |

Regression optimization for system-level production control DT Phan, LM Nguyen, P Murali, NH Pham, H Liu, JR Kalagnanam 2021 American Control Conference (ACC), 5023-5028, 2021 | 6 | 2021 |

Transportation origin-destination demand estimation with quasi-sparsity J Wang, S Lu, H Liu, X Ban Transportation science 57 (2), 289-312, 2023 | 4 | 2023 |

A Universal PINNs Method for Solving Partial Differential Equations with a Point Source X Huang, H Liu, B Shi, Z Wang, K Yang, Y Li, M Wang, H Chu, J Zhou, ... IJCAI, 2022 | 4 | 2022 |

Solving Boltzmann equation with neural sparse representation Z Li, Y Wang, H Liu, Z Wang, B Dong SIAM Journal on Scientific Computing, 2024 | 3 | 2024 |

PDEformer: Towards a Foundation Model for One-Dimensional Partial Differential Equations Z Ye, X Huang, L Chen, H Liu, Z Wang, B Dong ICLR 2024 workshops, 2024 | 2 | 2024 |

Meta-Auto-Decoder: A Meta-Learning Based Reduced Order Model for Solving Parametric Partial Differential Equations Z Ye, X Huang, H Liu, B Dong Communications on Applied Mathematics and Computation, 2023 | 2 | 2023 |

StepDIRECT-A Derivative-Free Optimization Method for Stepwise Functions DT Phan, H Liu, LM Nguyen Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 2 | 2022 |

Tuning classification hyperparameters DT Phan, H Liu, L Nguyen US Patent 11,823,076, 2023 | 1 | 2023 |

Learning to simulate partially known spatio-temporal dynamics with trainable difference operators X Huang, Z Li, H Liu, Z Wang, H Zhou, B Dong, B Hua arXiv preprint arXiv:2307.14395, 2023 | 1 | 2023 |

Analysis of the Decoder Width for Parametric Partial Differential Equations Z Ye, H Liu, Z Wang, B Dong arXiv preprint arXiv:2306.14390, 2023 | 1 | 2023 |

Convergence of the augmented decomposition algorithm H Liu, S Lu Computational Optimization and Applications 72, 179-213, 2019 | 1 | 2019 |

Deep learning-based reduced order model for three-dimensional unsteady flow using mesh transformation and stitching X Li, Z Deng, R Feng, Z Liu, R Han, H Liu, G Chen arXiv preprint arXiv:2307.07323, 2023 | | 2023 |

Site-wide operations management optimization for manufacturing and processing control DT Phan, L Nguyen, P Murali, H Liu US Patent 11,656,606, 2023 | | 2023 |

Black-box Optimization for Piecewise Constant Functions D Phan, H Liu, L Nguyen INFORMS Annual Meeting, 2022 | | 2022 |