成果/Result
- CSV-Occ: Fusing Multi-frame Alignment for Occupancy Prediction with Temporal Cross State Space Model and Central Voting Mechanism被引量：67收藏
- 作者：Zhu, Ziming Zhu, Yu Chen, Jiahao Ling, Xiaofeng Chen, Huanlei Sun, Lihua
- 机构： School of Information Science and Engineering; Shanghai Key Laboratory of Intelligent Sensing and Detection Technology; Shanghai Motor Vehicle Inspection Certification & Tech Innovation Center Co.
- 来源：Proceedings of Machine Learning Research 2025
- 关键词：Autonomous vehicles - Latent semantic analysis - Object detection - Semantic Segmentation - Semantics - State space methods - Three dimensional computer graphics
- 基于故障相关变量因果关系分析的工业过程故障根因诊断被引量：1收藏
- 作者：孙丽华 王文静 朱宏涛 姜庆超
- 机构：华东理工大学信息科学与工程学院
- 来源：《化工自动化及仪表》 2024
- 关键词：故障诊断 根因分析 故障相关变量 可解释相关性分析
- 摘要：提出了一种数据驱动的故障根因分析方法,旨在通过数据处理和可解释相关性分析,准确识别系统故障的根本原因。首先,采用基于神经网络的变量挑选方法,通过深度学习技术自动挑选出与故障相关的关键变量,以提高数据的有效性。随后,运用沙...
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- Structure-Aware Protein Language Model with Multi-Branch Ensemble for Nanobody-Antigen Interaction Prediction被引量：0收藏
- 作者：Ying, Fangli Li, Zilong Mao, Junjie Sun, Lihua Phaphuangwittayakul, Aniwat Dhuny, Riyad
- 机构：East China Univ Sci & Technol;Chiang Mai Univ;Univ Technol
- 来源：APPLIED SCIENCES-BASEL 2026
- 关键词：Nanobody-Antigen Interaction Protein Language Models Protein-Protein Interaction transfer learning
- FALW-YOLOv8: A Lightweight Model for Detecting Pipeline Defects被引量：0收藏
- 作者：Wang, Huazhong Wang, Xuetao Sun, Lihua
- 机构：East China Univ Sci & Technol
- 来源：ELECTRONICS 2026
- 关键词：YOLOv8 object detection FasterBlock ADown LSKA Wise-IoU v2
- A soft sensing method for biomanufacturing processes based on physics-informed variational learning with applications被引量：0收藏
- 作者：Yu, Zhenhua Cheng, Xinyue Wang, Guan Sun, Lihua Jiang, Qingchao Zhong, Weimin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2026
- 关键词：Bioprocesses Soft sensing Neural networks Physics-informed neural network Fermentation
- DTIQA: a dual-path transformer framework for robust No-Reference Image Quality Assessment被引量：0收藏
- 作者：Ying, Fangli AL-Garadi, Ahmed M. Khalid, Mahzaib Sun, Lihua Phaphuangwittayakul, Aniwat Zhou, Liting Gurrin, Cathal
- 机构：East China Univ Sci & Technol;Chiang Mai Univ;Dublin City Univ
- 来源：VISUAL COMPUTER 2026
- 关键词：No-Reference Image Quality Assessment Bidirectional cross-scale attention Global-Local Gated Decomposition Dual-path transformer Perceptual quality
- Spatiotemporal attention-based trend and residual decomposition model for multivariate time series anomaly detection被引量：0收藏
- 作者：Yu, Zhenhua Li, Jiazhen Sun, Lihua Jiang, Qingchao
- 机构：East China Univ Sci & Technol
- 来源：TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 2026
- 关键词：Multivariate time series anomaly detection spatiotemporal attention deep learning
- CSV-Occ: Fusing Multi-frame Alignment for Occupancy Prediction with Temporal Cross State Space Model and Central Voting Mechanism被引量：0收藏
- 作者：Zhu, Ziming Zhu, Yu Chen, Jiahao Ling, Xiaofeng Chen, Huanlei Sun, Lihua
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Motor Vehicle Inspect Certificat & Tech
- 来源：INTERNATIONAL CONFERENCE ON MACHINE LEARNING 2025
- 基于多模型融合的数据驱动连铸铸坯缺陷检测方法被引量：0收藏
- 作者：金翔 孙丽华 姜庆超
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《冶金自动化》 2025
- 关键词：连铸过程 高斯混合模型 自编码器 贝叶斯推理 异常检测
- 摘要：在钢铁连铸过程中,由于钢种、铸速和温度等生产条件的动态变化,单一模型在铸坯表面缺陷检测中的适应性较差且往往无法灵活应对不同生产环境下的变化,容易在复杂的实际操作中失去精准性,从而导致误报或漏报问题频发,严重影响铸坯的质量...
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- A soft sensing method for biomanufacturing processes based on physics-informed variational learning with applications被引量：0收藏
- 作者：Zhenhua Yu Xinyue Cheng Guan Wang Lihua Sun Qingchao Jiang Weimin Zhong
- 机构：Key Laboratory of Smart Manufacturing in Energy Chemical Process;State Key Laboratory of Bioreactor Engineering
- 来源：中国化学工程学报(英文版) 2026
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- 基于扰动补偿的结晶器液位模糊控制算法被引量：0收藏
- 作者：孙丽华 齐淏天 吕立华 姜庆超
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室;宝山钢铁股份有限公司中央研究院智能所
- 来源：《冶金自动化》 2024
- 关键词：结晶器液位 特征选择 因果分析 扰动补偿 模糊控制
- 摘要：结晶器液位控制系统是连铸自动控制系统的核心组成部分,其液位稳定性直接关系到最终产品的质量。液位波动通常由多种干扰源引起,而干扰的有效补偿问题尚未得到充分解决。为此,本文提出了一种基于扰动补偿的结晶器液位模糊控制算法。首先...
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- 基于聚类算法与树模型的弹簧钢脱碳质量分析预测方法被引量：0收藏
- 作者：唐思瑜 吕立华 孙丽华 姜庆超
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室;宝山钢铁股份有限公司中央研究院智能所
- 来源：《化工自动化及仪表》 2025
- 关键词：K近邻 孤立森林 随机森林 弹簧钢脱碳 互信息
- 摘要：弹簧钢的脱碳质量对成品钢的性能至关重要,因此提出了一种基于聚类算法与树模型的弹簧钢脱碳质量分析预测方法。首先,采用K近邻(KNN)算法解决数据稀疏性问题;其次,采用孤立森林(IF)算法应对数据离散度高的问题;接着,采用互...
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- Hierarchical fault root cause diagnosis in multimode process using direct causality and causal polarity analysis被引量：0收藏
- 作者：Yu, Zhenhua Wang, Guan Sun, Lihua Jiang, Qingchao Zhong, Weimin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：JOURNAL OF THE FRANKLIN INSTITUTE 2026
- 关键词：Root cause diagnosis Causal inference Direct causality Causal polarity analysis
- Design and Realization of Dynamically Adjustable Multi-Pulse Real-Time Coherent Integration System被引量：0收藏
- 作者：Bi, Jinrui Zhang, Hongyu Sun, Lihua Jiang, Qingchao
- 机构：East China Univ Sci & Technol
- 来源：ELECTRONICS 2026
- 关键词：radar detection coherent integration FPGA dynamic configuration
