Yuntian Chen
Yuntian Chen
Other names陈云天
Eastern Institute of Technology, Ningbo (EIT)
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Synthetic well logs generation via Recurrent Neural Networks
D Zhang, Y Chen*, J Meng
Petroleum Exploration and Development 45 (4), 629-639, 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
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
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
Physics-constrained deep learning of geomechanical logs
Y Chen, D Zhang*
IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5932-5943, 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
Ensemble Neural Networks (ENN): A gradient-free stochastic method
Y Chen, H Chang, J Meng, D Zhang*
Neural Networks 110, 170-185, 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
Integration of knowledge and data in machine learning
Y Chen, D Zhang*
arXiv preprint arXiv:2202.10337, 2022
Well log generation via ensemble long short‐term memory (EnLSTM) network
Y Chen, D Zhang*
Geophysical Research Letters, e2020GL087685, 2020
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
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
张东晓, 陈云天*, 孟晋
石油勘探与开发 45 (4), 598-607, 2018
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
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
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
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
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
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
AutoKE: An automatic knowledge embedding framework for scientific machine learning
M Du, Y Chen, D Zhang
IEEE Transactions on Artificial Intelligence 4 (6), 1564-1578, 2022
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