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Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.

Y. Chen, D. Huang, D. Zhang, J. Zeng, N. Wang, H. Zhang, and J. Yan. J. Comput. Phys., (2021)

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Dongxiao Yu

Zhang Zhang

Meng Zhang

Methods and implementations of road-network matchingM. Zhang. TU München, (2009)

Yue Zhang

Xianghong Zhang

Other publications of authors with the same name

DL-PDE: Deep-learning based data-driven discovery of partial differential equations from discrete and noisy data.H. Xu, H. Chang, and D. Zhang. CoRR, (2019)Ensemble Neural Networks (ENN): A gradient-free stochastic method.Y. Chen, H. Chang, M. Jin, and D. Zhang. CoRR, (2019)Editorial: Data Science Applications to Inverse and Optimization Problems in Earth Science.O. Leeuwenburgh, A. Emerick, B. Jafarpour, D. Zhang, and X. Luo. Frontiers Appl. Math. Stat., (2021)Physics-Constrained Deep Learning of Geomechanical Logs.Y. Chen, and D. Zhang. IEEE Trans. Geosci. Remote. Sens., 58 (8): 5932-5943 (2020)A two-stage adaptive stochastic collocation method on nested sparse grids for multiphase flow in randomly heterogeneous porous media.Q. Liao, D. Zhang, and H. Tchelepi. J. Comput. Phys., (2017)QIENet: Quantitative irradiance estimation network using recurrent neural network based on satellite remote sensing data.L. Nie, Y. Chen, D. Zhang, X. Liu, and W. Yuan. CoRR, (2023)A knowledge-based data-driven (KBDD) framework for all-day identification of cloud types using satellite remote sensing.L. Nie, Y. Chen, M. Du, C. Sun, and D. Zhang. CoRR, (2023)Cascaded Degradation-Aware Blind Super-Resolution.D. Zhang, N. Tang, D. Zhang, and Y. Qu. Sensors, 23 (11): 5338 (2023)Deep learning based closed-loop optimization of geothermal reservoir production.N. Wang, H. Chang, X. Kong, M. Saar, and D. Zhang. CoRR, (2022)Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network.N. Wang, Q. Liao, H. Chang, and D. Zhang. CoRR, (2022)

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Disambiguation of "Zhang, Dongxiao"

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Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.

Please choose a person to relate this publication to

Dongxiao Yu

Zhang Zhang

Meng Zhang

Yue Zhang

Xianghong Zhang

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zhang, Dongxiao"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.

Please choose a person to relate this publication to

Dongxiao Yu

Zhang Zhang

Meng Zhang

Yue Zhang

Xianghong Zhang

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.