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Hongsheng Liu
Hongsheng Liu
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Title
Cited by
Cited by
Year
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
712020
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
232022
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
172022
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
112023
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
102023
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
62021
Transportation origin-destination demand estimation with quasi-sparsity
J Wang, S Lu, H Liu, X Ban
Transportation science 57 (2), 289-312, 2023
42023
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
42022
Solving Boltzmann equation with neural sparse representation
Z Li, Y Wang, H Liu, Z Wang, B Dong
SIAM Journal on Scientific Computing, 2024
32024
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
22024
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
22023
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
22022
Tuning classification hyperparameters
DT Phan, H Liu, L Nguyen
US Patent 11,823,076, 2023
12023
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
12023
Analysis of the Decoder Width for Parametric Partial Differential Equations
Z Ye, H Liu, Z Wang, B Dong
arXiv preprint arXiv:2306.14390, 2023
12023
Convergence of the augmented decomposition algorithm
H Liu, S Lu
Computational Optimization and Applications 72, 179-213, 2019
12019
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
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Articles 1–19