成果/Result
- Analytical distributions for detailed models of stochastic gene expression in eukaryotic cells被引量：111收藏
- 作者：Cao, Zhixing Grima, Ramon
- 机构：East China Univ Sci & Technol;Univ Edinburgh
- 来源：PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 2020
- 关键词：stochastic gene expression master equation perturbation theory
- Neural network aided approximation and parameter inference of non-Markovian models of gene expression被引量：86收藏
- 作者：Jiang, Qingchao Fu, Xiaoming Yan, Shifu Li, Runlai Du, Wenli Cao, Zhixing Qian, Feng Grima, Ramon
- 机构：East China Univ Sci & Technol;Univ Edinburgh;Natl Univ Singapore;East China Univ Sci & Technol
- 来源：NATURE COMMUNICATIONS 2021
- Opengcd: Assisting Open World Recognition with Generalized Category Discovery被引量：52收藏
- 作者：Gao, Fulin Zhong, Weimin Cao, Zhixing Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：SSRN 2024
- A Stochastic Model of Gene Expression with Polymerase Recruitment and Pause Release被引量：38收藏
- 作者：Cao, Zhixing Filatova, Tatiana Oyarzun, Diego A. Grima, Ramon
- 机构：East China Univ Sci & Technol;Univ Edinburgh;Univ Edinburgh;Univ Edinburgh;Tongji Univ
- 来源：BIOPHYSICAL JOURNAL 2020
- Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning被引量：37收藏
- 作者：Jiang, Qingchao Wang, Ziwen Yan, Shifu Cao, Zhixing
- 机构： East China University of Science and Technology; Tongji University
- 来源：IEEE Transactions on Artificial Intelligence 2023
- 关键词：Batch data processing - Injection molding - Multilayer neural networks - Network layers - Process control - Redundancy
- 110th Anniversary: An Overview on Learning-Based Model Predictive Control for Batch Processes被引量：37收藏
- 作者：Lu, Jingyi Cao, Zhixing Zhao, Chunhui Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;East China Univ Sci & Technol;Zhejiang Univ;Tongji Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Learning systems - Batch data processing
- Regularized Wasserstein Distance-Based Joint Distribution Adaptation Approach for Fault Detection Under Variable Working Conditions被引量：36收藏
- 作者：Yang, Dan Peng, Xin Su, Cheng Li, Linlin Cao, Zhixing Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Sci & Technol Beijing;Qingyuan Innovat Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2024
- 关键词：Domain adaptation fault detection linear discriminant analysis Wasserstein distance (WD) wastewater treatment process (WWTP)
- Quantifying how post-transcriptional noise and gene copy number variation bias transcriptional parameter inference from mRNA distributions被引量：33收藏
- 作者：Fu, Xiaoming Patel, Heta P. Coppola, Stefano Xu, Libin Cao, Zhixing Lenstra, Tineke L. Grima, Ramon
- 机构：East China Univ Sci & Technol;Univ Edinburgh;Helmholtz Zent Dresden Rossendorf;Netherlands Canc Inst
- 来源：ELIFE 2022
- 关键词：stochastic gene expression inference S cerevisiae
- OpenGCD: Assisting Open World Recognition with Generalized Category Discovery被引量：33收藏
- 作者：Gao, Fulin Zhong, Weimin Cao, Zhixing Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2023
- 关键词：Classification (of information)
- Stochastic Modeling of Autoregulatory Genetic Feedback Loops: A Review and Comparative Study被引量：32收藏
- 作者：Holehouse, James Cao, Zhixing Grima, Ramon
- 机构：Univ Edinburgh;East China Univ Sci & Technol
- 来源：BIOPHYSICAL JOURNAL 2020
- Dynamic Growth of Macroscopically Structured Supramolecular Hydrogels through Orchestrated Reaction-Diffusion被引量：25收藏
- 作者：Wang, Hucheng Fu, Xiaoming Gu, Guanyao Bai, Shengyu Li, Runlai Zhong, Weimin Guo, Xuhong Eelkema, Rienk van Esch, Jan H. Cao, Zhixing Wang, Yiming
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;Delft Univ Technol;Natl Univ Singapore
- 来源：ANGEWANDTE CHEMIE-INTERNATIONAL EDITION 2023
- 关键词：Hydrogels Non-Equilibrium Systems Reaction-Diffusion Self-Assembly Supramolecular Materials
- Neural networks-based hybrid beneficial variable selection and modeling for soft sensing被引量：11收藏
- 作者：Zhang, Zhongyi Jiang, Qingchao Wang, Guan Pan, Chunjian Cao, Zhixing Yan, Xuefeng Zhuang, Yingping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Univ Elect Power
- 来源：CONTROL ENGINEERING PRACTICE 2023
- 关键词：Deep neural network Variable selection Soft sensing Process modeling
- Semi-supervised soft sensor method for fermentation processes based on physical monotonicity and variational autoencoders被引量：9收藏
- 作者：Cheng, Xinyue Yu, Zhenhua Wang, Guan Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Soft sensor Variational autoencoder Fermentation process Semi-supervised learning
- Distributed monitoring of nonlinear plant-wide processes based on GA-regularized kernel canonical correlation analysis被引量：9收藏
- 作者：Jin, Wenhao Wang, Wenjing Wang, Yang Cao, Zhixing Jiang, Qingchao
- 机构：East China Univ Sci & Technol;Shanghai Dianji Univ
- 来源：RELIABILITY ENGINEERING & SYSTEM SAFETY 2024
- 关键词：System safety Data-driven fault diagnosis Nonlinear plant-wide processes Kernel canonical correlation analysis
- Enhanced variational autoencoder with continual learning capability for multimode process monitoring被引量：6收藏
- 作者：Yu, Zhenhua Wang, Guan Jiang, Qingchao Yan, Xuefeng Cao, Zhixing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2025
- 关键词：Multimode process monitoring Mode segmentation Continual learning Catastrophic forgetting
- Mutual information and attention-based variable selection for soft sensing of industrial processes被引量：4收藏
- 作者：Yu, Zhenhua Wang, Guan Yan, Xuefeng Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2025
- 关键词：Soft sensing Variable selection Attention mechanisms Process modeling
- SmdaNet: A hierarchical hard sample mining and domain adaptation neural network for fault diagnosis in industrial process被引量：3收藏
- 作者：Yu, Zhenhua Yao, Zongyu Wang, Weijun Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2025
- 关键词：Industrial process Bioprocess Fault diagnosis Neural networks Fermentation
- One-Class Classification Constraint in Reconstruction Networks for Multivariate Time Series Anomaly Detection被引量：3收藏
- 作者：Li, Jiazhen Yu, Zhenhua Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2025
- 关键词：Anomaly detection Data models Feature extraction Time series analysis Convolution Attention mechanisms Transformers Autoencoders Training Stability analysis deep learning multivariate time series (MTS) one-class classification transformer
- 基于多尺度注意力机制的荧光图像分割被引量：1收藏
- 作者：汤珺 曹志兴 堵威
- 机构：华东理工大学信息科学与工程学院
- 来源：《激光杂志》 2025
- 关键词：荧光成像技术 深度学习 图像分割 残差神经网络 注意力机制
- 摘要：针对荧光细胞图像分割中细胞轮廓重叠、形态多样等问题,本研究提出了一种结合自适应多尺度注意力机制与边界敏感损失函数的分割算法。首先,为了提升模型对多尺度细胞形态的适应能力,提出了自适应多尺度通道注意力机制,并与特征金字塔结...
- 下载全文在线阅读
- 基于改进Faster R-CNN的工业零件表面缺陷检测被引量：0收藏
- 作者：赵卓然 堵威 姜庆超 曹志兴
- 机构：华东理工大学信息科学与工程学院
- 来源：《控制工程》 2026
- 关键词：瑕疵检测 Faster R-CNN算法 金属零件 小瑕疵和形状不规则瑕疵
- 摘要：为提高工业生产线中金属零件表面瑕疵检测精度,提出了一种基于改进Faster RCNN的缺陷检测网络。首先,在特征提取阶段增加多个感受野,以提取到更细致的特征信息;在区域建议阶段使用级联RPN网络和自适应卷积结构,逐步细化...
- 下载全文在线阅读
- SmdaNet: A hierarchical hard sample mining and domain adaptation neural network for fault diagnosis in industrial process被引量：0收藏
- 作者：Zhenhua Yu Zongyu Yao Weijun Wang Qingchao Jiang Zhixing Cao
- 机构：Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：中国化学工程学报(英文版) 2025
- 下载全文在线阅读
