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检索条件"主题词=variational autoencoder"
1534 条 记 录,以下是591-600 订阅
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Combining variational autoencoders and physical bias for improved microscopy data analysis
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MACHINE LEARNING-SCIENCE AND TECHNOLOGY 2023年 第4期4卷 045004页
作者: Biswas, Arpan Ziatdinov, Maxim Kalinin, Sergei, V Ctr Nanophase Mat Sci Oak Ridge Natl Lab Oak Ridge TN 37831 USA Oak Ridge Natl Lab Computat Sci & Engn Div Oak Ridge TN 37831 USA Univ Tennessee Mat Sci & Engn Knoxville TN 37996 USA
Electron and scanning probe microscopy produce vast amounts of data in the form of images or hyperspectral data, such as electron energy loss spectroscopy or 4D scanning transmission electron microscope, that contain ... 详细信息
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Towards inverse microstructure-centered materials design using generative phase-field modeling and deep variational autoencoders
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ACTA MATERIALIA 2023年 第1期259卷
作者: Attari, Vahid Khatamsaz, Danial Allaire, Douglas Arroyave, Raymundo Texas A&M Univ Mat Sci & Engn Dept College Stn TX 77840 USA Texas A&M Univ Mech Engn Dept College Stn TX 77840 USA
The field of Integrated Computational Materials Engineering (ICME) combines a broad range of methods to study materials' responses over a spectrum of length scales. A relatively unexplored aspect of microstructure... 详细信息
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Developing semi-supervised latent dynamic variational autoencoders to enhance prediction performance of product quality
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CHEMICAL ENGINEERING SCIENCE 2023年 265卷
作者: Lee, Yi Shan Chen, Junghui Chung Yuan Christian Univ Dept Chem Engn Taoyuan 32023 Taiwan
The online quality variables of soft sensors contribute greatly to obtaining immediate process information. The complex correlations between a large number of process variables inherited from the dynamic and nonlinear... 详细信息
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Enhancing offline reinforcement learning for wastewater treatment via transition filter and prioritized approximation loss
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NEUROCOMPUTING 2025年 636卷
作者: Yang, Ruyue Wang, Ding Li, Menghua Cui, Chengyu Qiao, Junfei Beijing Univ Technol Sch Informat Sci & Technol Beijing Peoples R China Beijing Univ Technol Beijing Key Lab Computat Intelligence & Intelligen Beijing Peoples R China Beijing Univ Technol Beijing Lab Smart Environm Protect Beijing Peoples R China Beijing Univ Technol Beijing Inst Artificial Intelligence Beijing Peoples R China State Grid Corp China State Grid Beijing Chaoyang Power Supply Branch Beijing Peoples R China
Wastewater treatment plays a crucial role in urban society, requiring efficient control strategies to optimize its performance. In this paper, we propose an enhanced offline reinforcement learning (RL) approach for wa... 详细信息
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A novel soft sensor modeling method based on gated stacked target-supervised VAE with variable weights
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CONTROL ENGINEERING PRACTICE 2025年 155卷
作者: Xu, Liang Xie, Li Sun, Le Cao, Yuqing Jiangnan Univ Sch Internet Things Engn Wuxi 214122 Peoples R China Wuxi Adv Technol Inc Wuxi 214161 Peoples R China
The variational autoencoder (VAE) has garnered extensive attention in the field of soft sensor modeling due to its superior capabilities in probabilistic data description and feature extraction. However, a single-laye... 详细信息
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scCAT: Single-cell Combined graph Attentional clustering for scRNA-seq analysis
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2025年 105卷
作者: Gao, Yufei Zhang, Wenbo Zhang, Yameng Shi, Yujie Shi, Lei Wang, Hailing Cheng, Guozhen Henan Prov Peoples Hosp Dept Pathol Zhengzhou 450003 Henan Peoples R China Zhengzhou Univ Peoples Hosp Zhengzhou 450003 Henan Peoples R China Zhengzhou Univ Sch Cyber Sci & Engn Zhengzhou 450001 Henan Peoples R China SongShan Lab Zhengzhou 450001 Henan Peoples R China Shanghai Univ Engn Sci Sch Elect & Elect Engn Shanghai 201600 Peoples R China Informat Engn Univ Inst Informat Technol Zhengzhou 450002 Henan Peoples R China
The advent of single-cell RNA sequencing (scRNA-seq) has revolutionized gene expression research at the single-cell level, enabling the study of cellular heterogeneity and identification of rare cell populations. Deep... 详细信息
来源: 评论
Adaptive deep learning framework for robust unsupervised underwater image enhancement
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EXPERT SYSTEMS WITH APPLICATIONS 2025年 268卷
作者: Saleh, Alzayat Sheaves, Marcus Jerry, Dean Azghadi, Mostafa Rahimi James Cook Univ Coll Sci & Engn 1 James Cook Dr Townsville Qld 4814 Australia James Cook Univ ARC Hub Supercharging Trop Aquaculture Genet Solut Townsville Qld Australia
One of the main challenges in deep learning-based underwater image enhancement is the limited availability of high-quality training data. Underwater images are often difficult to capture and typically suffer from dist... 详细信息
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Integrated damage detection and time-series data augmentation for floating offshore mooring systems via variational semi-supervised learning
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OCEAN ENGINEERING 2025年 330卷
作者: Tamuly, Pranjal Sharma, Smriti Nava, Vincenzo Basque Ctr Appl Math Alameda Mazarredo 14 Bilbao 48009 Spain Politecn Torino Corso Duca Abruzzi 24 Turin Italy
The dynamics and stability of the semi-submersible offshore platforms are significantly impacted by the degradation of the mooring system. Identifying structural integrity issues in mooring systems through a data-driv... 详细信息
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Piecewise convolutional neural network relation extraction with self-attention mechanism
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PATTERN RECOGNITION 2025年 159卷
作者: Zhang, Bo Xu, Li Liu, Ke-Hao Yang, Ru Li, Mao-Zhen Guo, Xiao-Yang Shanghai Normal Univ Coll Informat Mech & Elect Engn Shanghai 200234 Peoples R China Shanghai Normal Univ Inst Artificial Intelligence Educ Shanghai 200234 Peoples R China Brunel Univ London Dept Elect & Elect Engn Uxbridge UB8 3PH England Shanghai Normal Univ Shanghai Engn Res Ctr Intelligent Educ & Bigdata Shanghai 200234 Peoples R China Shanghai Newtouch Software Co Ltd Shanghai 200127 Peoples R China
The task of relation extraction in natural language processing is to identify the relation between two specified entities in a sentence. However, the existing model methods do not fully utilize the word feature inform... 详细信息
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Integrating physics of the problem into data-driven methods to enhance elastic full-waveform inversion with uncertainty quantification
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PHYSICA D-NONLINEAR PHENOMENA 2025年 472卷
作者: Negahdari, Vahid Moghadasi, Seyed Reza Razvan, Mohammad Reza Sharif Univ Technol Dept Math Sci Tehran 111559415 Iran
Full-Waveform Inversion (FWI) is a nonlinear iterative seismic imaging technique that, by reducing the misfit between recorded and predicted seismic waveforms, can produce detailed estimates of subsurface geophysical ... 详细信息
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