| Synthetic well logs generation via Recurrent Neural Networks D Zhang, Y Chen*, J Meng Petroleum Exploration and Development 45 (4), 629-639, 2018 | 247 | 2018 |
| 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 | 92 | 2016 |
| 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 | 86 | 2021 |
| 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 | 76 | 2021 |
| Physics-constrained deep learning of geomechanical logs Y Chen, D Zhang* IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5932-5943, 2020 | 75 | 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 | 65 | 2017 |
| Ensemble Neural Networks (ENN): A gradient-free stochastic method Y Chen, H Chang, J Meng, D Zhang* Neural Networks 110, 170-185, 2019 | 56 | 2019 |
| 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 | 41 | 2022 |
| Well log generation via ensemble long short‐term memory (EnLSTM) network Y Chen, D Zhang* Geophysical Research Letters, e2020GL087685, 2020 | 33 | 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 | 32* | 2021 |
| 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 | 32 | 2021 |
| 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 | 32 | 2018 |
| Integration of knowledge and data in machine learning Y Chen, D Zhang* arXiv preprint arXiv:2202.10337, 2022 | 30 | 2022 |
| 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 | 17 | 2022 |
| 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 | 15* | 2023 |
| 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 | 13 | 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 | 10 | 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 | 8 | 2023 |
| 基于机器学习的测井曲线补全与生成研究 陈云天 北京大学, 2019 | 8 | 2019 |
| AutoKE: An automatic knowledge embedding framework for scientific machine learning M Du, Y Chen, D Zhang IEEE Transactions on Artificial Intelligence, 2022 | 7 | 2022 |
Dongxiao ZhangPeking UniversityVerified email at pku.edu.cn
