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Jiayang Ren
Jiayang Ren
在 mail.ubc.ca 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A batch-wise LSTM-encoder decoder network for batch process monitoring
J Ren, D Ni
Chemical Engineering Research and Design 164, 102-112, 2020
412020
A scalable deterministic global optimization algorithm for training optimal decision tree
K Hua, J Ren, Y Cao
Advances in Neural Information Processing Systems 35, 8347-8359, 2022
62022
Global optimal k-medoids clustering of one million samples
J Ren, K Hua, Y Cao
Advances in Neural Information Processing Systems 35, 982-994, 2022
62022
A real-time monitoring framework for wafer fabrication processes with run-to-run variations
J Ren, D Ni
IEEE Transactions on Semiconductor Manufacturing 34 (4), 483-492, 2021
62021
Global optimization of k-center clustering
M Shi, K Hua, J Ren, Y Cao
International Conference on Machine Learning, 19956-19966, 2022
32022
Deep-Learning-Based Predictive Control of Battery Management for Frequency Regulation
Y Li, Y Wang, Y Chen, Y Lu, K Hua, J Ren, G Mozafari, Q Lu, Y Cao
Industrial & Engineering Chemistry Research 61 (24), 8432-8442, 2022
32022
Real-time fault detection system for multiphase plasma etching process using OES, two-step division and change stage alignment method
J Ren, D Ni
2019 Chinese Automation Congress (CAC), 599-604, 2019
22019
PAPM: A Physics-aware Proxy Model for Process Systems
P Liu, Z Hao, X Ren, H Yuan, J Ren, D Ni
arXiv preprint arXiv:2407.05232, 2024
2024
Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks
M Okamoto, J Ren, Q Mao, J Liu, Y Cao
IEEE Transactions on Automation Science and Engineering, 2024
2024
A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets
J Ren, V Osuna-Enciso, M Okamoto, Q Mao, C Ji, L Cao, K Hua, Y Cao
arXiv preprint arXiv:2311.06952, 2023
2023
Global Optimal Explainable Models for Biorefining
J Ren, K Hua, H Trajano, Y Cao
Computer Aided Chemical Engineering 52, 1339-1346, 2023
2023
A Global Optimization Algorithm for K-Center Clustering of One Billion Samples
J Ren, N You, K Hua, C Ji, Y Cao
arXiv preprint arXiv:2301.00061, 2022
2022
Approximation of Nonlinear Model Predictive Control Using Mixture Density Networks
M Okamoto, J Ren, Q Mao, Y Cao
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