Yuntian Chen

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Dongxiao ZhangPeking UniversityVerified email at pku.edu.cn
Jinyue YanChair Prof. Energy Engineering, Hong Kong PolyU, MDU & KTHVerified email at kth.se
Qiang LiuInstitute of Automation, Chinese Academy of SciencesVerified email at nlpr.ia.ac.cn
Hao XuPeking universityVerified email at pku.edu.cn
Meng JinCollege of Engineering, Peking UniversityVerified email at pku.edu.cn
Wenbo HuHefei University of TechnologyVerified email at hfut.edu.cn
Chao MaProfessor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Haoran Zhang (张浩然)School of Urban Planning and Design, Peking UniversityVerified email at pku.edu.cn
Zhiling GuoBEEE, the Hong Kong Polytechnic University | CSIS, the Univ. of TokyoVerified email at csis.u-tokyo.ac.jp
Xiaokang YangFIEEE, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Nanzhe WangStanford UniversityVerified email at stanford.edu
Yingtao LuoPhD Student, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Zhaocheng LiuBaichuan.IncVerified email at kuaishou.com
Liang XueChina University of Petroleum-BeijingVerified email at email.arizona.edu
Qi ChenChina University of Geosciences (Wuhan)Verified email at cug.edu.cn
Dou HuangUniversity of TokyoVerified email at csis.u-tokyo.ac.jp
Fanyang MoPeking UniversityVerified email at pku.edu.cn
Meiyu GuoDepartment of Geography, Hong Kong Baptist UniversityVerified email at hkbu.edu.hk
Xi LuTsinghua UniversityVerified email at tsinghua.edu.cn
Chris NielsenExecutive Director, Harvard-China ProjectVerified email at g.harvard.edu

Yuntian Chen

Other names陈云天

Eastern Institute of Technology, Ningbo (EIT)

Verified email at eitech.edu.cn

Knowledge Discovery Fluid Mechanics Energy Knowledge Embedding Scientific Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Synthetic well logs generation via Recurrent Neural Networks D Zhang, C Yuntian, M Jin Petroleum Exploration and Development 45 (4), 629-639, 2018	295	2018
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, J Yan Journal of Computational Physics 445, 110624, 2021	119	2021
Theory-guided deep-learning for electrical load forecasting (TgDLF) via ensemble long short-term memory Y Chen, D Zhang* Advances in Applied Energy 1, 100004, 2021	105	2021
Prospects for shale gas production in China: Implications for water demand M Guo, X Lu*, CP Nielsen, MB McElroy, W Shi, Y Chen, Y Xu Renewable and Sustainable Energy Reviews 66, 742-750, 2016	101	2016
Physics-constrained deep learning of geomechanical logs Y Chen, D Zhang* IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5932-5943, 2020	100	2020
An adsorbed gas estimation model for shale gas reservoirs via statistical learning Y Chen, S Jiang, D Zhang*, C Liu Applied energy 197, 327-341, 2017	73	2017
Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE) Y Chen, Y Luo, Q Liu, H Xu, D Zhang* Physical Review Research 4 (2), 023174, 2022	71	2022
Ensemble Neural Networks (ENN): A gradient-free stochastic method Y Chen, H Chang, J Meng, D Zhang* Neural Networks 110, 170-185, 2019	62	2019
Integration of knowledge and data in machine learning Y Chen, D Zhang* arXiv preprint arXiv:2202.10337, 2022	50	2022
Efficient well placement optimization based on theory-guided convolutional neural network N Wang, H Chang, D Zhang*, L Xue, Y Chen Journal of Petroleum Science and Engineering, 109545, 2021	45	2021
Well log generation via ensemble long short‐term memory (EnLSTM) network Y Chen, D Zhang* Geophysical Research Letters, e2020GL087685, 2020	45	2020
Mining cross features for financial credit risk assessment Q Liu, Z Liu, H Zhang, Y Chen, J Zhu Proceedings of the 30th ACM international conference on information …, 2021	42*	2021
An adaptive deep-learning load forecasting framework by integrating transformer and domain knowledge J Gao, Y Chen, W Hu, D Zhang Advances in Applied Energy 10, 100142, 2023	37*	2023
基于循环神经网络的测井曲线生成方法张东晓，陈云天*，孟晋石油勘探与开发 45 (4), 598-607, 2018	36	2018
Solar harvest: Enhancing carbon sequestration and energy efficiency in solar greenhouses with PVT and GSHP systems Z Liu, W Wang, Y Chen, L Wang, Z Guo, X Yang, J Yan Renewable Energy 211, 112-125, 2023	34	2023
Power to heat: Opportunity of flexibility services provided by building energy systems Z Liu, Y Chen, X Yang, J Yan Advances in Applied Energy, 100149, 2023	32	2023
Enhancing PV panel segmentation in remote sensing images with constraint refinement modules H Tan, Z Guo, H Zhang, Q Chen, Z Lin, Y Chen, J Yan Applied Energy 350, 121757, 2023	25	2023
High-throughput discovery of chemical structure-polarity relationships combining automation and machine-learning techniques H Xu, J Lin, Q Liu, Y Chen, J Zhang, Y Yang, MC Young, Y Xu, D Zhang, ... Chem 8 (12), 3202-3214, 2022	24	2022
Client: Cross-variable linear integrated enhanced transformer for multivariate long-term time series forecasting J Gao, W Hu, Y Chen arXiv preprint arXiv:2305.18838, 2023	22	2023
Worth of prior knowledge for enhancing deep learning H Xu, Y Chen, D Zhang Nexus 1 (1), 2024	20	2024

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