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Enhancing Thermal Protection in Lithium Batteries with Power Bank‑Inspired Multi‑Network Aerogel and Thermally Induced Flexible Composite Phase Change Material
《Nano-Micro Letters》2025年第7期285-304,共20页Zaichao Li Feng Cao Yuang Zhang Shufen Zhang Bingtao Tang 
supported by the National Key Research and Development Program of China(2022YFB3806501);the National Natural Science Foundation of China(22178050,22108026);the Young Elite Scientists Sponsorship Program by CAST(2021QNRC001);the Natural Science Foundation of Liaoning Province(2022-BS-091);the Dalian Science and Technology Innovation Fund Young Tech Star(2022RQ008);the Fundamental Research Funds for the Central Universities(DUT22LAB610).
Thermal runaway(TR)is considered a significant safety hazard for lithium batteries,and thermal protection materials are crucial in mitigating this risk.However,current thermal protection materials generally suffer fro...
关键词:Lithium-ion battery thermal runaway Thermal protection material Multinetwork aerogel Flexible composite phase change material 
End-to-End Audio Pattern Recognition Network for Overcoming Feature Limitations in Human-Machine Interaction
《Computers, Materials & Continua》2025年第5期3187-3210,共24页Zijian Sun Yaqian Li Haoran Liu Haibin Li Wenming Zhang 
supported by the National Natural Science Foundation of China(62106214);the Hebei Natural Science Foundation(D2024203008);the Provincial Key Laboratory Performance Subsidy Project(22567612H).
In recent years,audio pattern recognition has emerged as a key area of research,driven by its applications in human-computer interaction,robotics,and healthcare.Traditional methods,which rely heavily on handcrafted fe...
关键词:Audio pattern recognition raw audio end-to-end network feature fusion 
Two-Hop Delay-Aware Energy Efficiency Resource Allocation in Space-Air-Ground Integrated Smart Grid Network
《Computers, Materials & Continua》2025年第5期2429-2447,共19页Qinghai Ou Min Yang Jingcai Kong Yang Yang 
Supported by the Self-funded Research Project of Beijing FibrLink Communications Co.Ltd.“Research on Key Technologies forUnifiedManagement of Air-to-Earth Integrated CommunicationNetworks(546826230034).”。
The lack of communication infrastructure in remote regions presents significant obstacles to gathering data from smart power sensors(SPSs)in smart grid networks.In such cases,a space-air-ground integrated network serv...
关键词:Energy efficiency effective capacity delay requirement power allocation smart grid space-air-ground integrated network 
基于深度学习网络的航迹分层分类研究
《指挥控制与仿真》2025年第2期83-94,共12页王伊凡 吉琳娜 杨风暴 
针对现有航迹分类方法无法充分考虑航迹的时间序列特征与空间结构特征,导致分类准确率下降的问题,提出了一种基于深度学习网络的航迹分层分类方法。首先,将船舶航迹转化成图像层,构建基于Swin-Transformer网络的航迹图像层分类模型;其...
关键词:航迹分类 深度学习 Swin-Transformer Gained-Transformer-Network 分层分类 
GD-YOLO:A Network with Gather and Distribution Mechanism for Infrared Image Detection of Electrical Equipment
《Computers, Materials & Continua》2025年第4期897-915,共19页Junpeng Wu Xingfan Jiang 
Science and Technology Department of Jilin Province(No.20200403075SF);Education Department of Jilin Province(No.JJKH20240148KJ).
As technologies related to power equipment fault diagnosis and infrared temperature measurement continue to advance,the classification and identification of infrared temperature measurement images have become crucial ...
关键词:Infrared image detection aggregation and distribution mechanism sample imbalance strategy lightweight structure 
Optimal Power Flow Based on Branch Flow Model for Bipolar DC Distribution Networks
《CSEE Journal of Power and Energy Systems》2025年第2期944-948,共5页Yiyao Zhou Qianggang Wang Xiaolong Xu Tao Huang Jianquan Liao Yuan Chi Xuefei Zhang Niancheng Zhou 
Optimal Power Flow (OPF) plays a crucial role in optimization and operation of the bipolar DC distribution network (Bi-DCDN). However, existing OPF models encounter difficulties in the power optimization of Bi-DCDNs d...
关键词:Bipolar DC distribution network branchflow model optimal powerflow second-order cone programming problem 
Multi-Scale Feature Fusion Network for Accurate Detection of Cervical Abnormal Cells
《Computers, Materials & Continua》2025年第4期559-574,共16页Chuanyun Xu Die Hu Yang Zhang Shuaiye Huang Yisha Sun Gang Li 
funded by the China Chongqing Municipal Science and Technology Bureau,grant numbers 2024TIAD-CYKJCXX0121,2024NSCQ-LZX0135;Chongqing Municipal Commission of Housing and Urban-Rural Development,grant number CKZ2024-87;the Chongqing University of Technology graduate education high-quality development project,grant number gzlsz202401;the Chongqing University of Technology-Chongqing LINGLUE Technology Co.,Ltd.,Electronic Information(Artificial Intelligence)graduate joint training base;the Postgraduate Education and Teaching Reform Research Project in Chongqing,grant number yjg213116;the Chongqing University of Technology-CISDI Chongqing Information Technology Co.,Ltd.,Computer Technology graduate joint training base.
Detecting abnormal cervical cells is crucial for early identification and timely treatment of cervical cancer.However,this task is challenging due to the morphological similarities between abnormal and normal cells an...
关键词:Cervical abnormal cells image detection multi-scale feature fusion contextual information 
Multi-dimensional Cultural Perceptions in River Basins:A Case Study of the Yellow River Basin
《Journal of Resources and Ecology》2025年第2期498-512,共15页QIN Jing LI Xiaomeng HAN Quan CHENG Jianquan TANG Mingdi 
The National Social Science Fund of China(24BGL137);The Beijing Municipal Commission of Education(SM202010031004)。
This study introduces a novel framework to dissect and understand tourists'cultural perceptions within river basins.The framework consists of two complementary parts:first,it develops a multi-dimensional system to ide...
关键词:river basin cultural perception semantic similarity network spatial clustering regional cooperation deep learning 
The Spatio-temporal Characteristics of Shanghai Tourist Flow Network Based on Change Point Detection
《Journal of Resources and Ecology》2025年第2期546-557,共12页XIA Shuang ZHANG Yao FANG Tianhong 
The Key Project of National Natural Science Foundation of China(42130510)。
Taking Shanghai as an example,this study obtained the online travel notes data from Xiaohongshu and Qunar in the past 10 years to construct the Shanghai tourist flow network(STFN)and used the methods of change point d...
关键词:change point detection(CPD) tourist flow network complex network analysis(CNA) SHANGHAI 
xCViT:Improved Vision Transformer Network with Fusion of CNN and Xception for Skin Disease Recognition with Explainable AI
《Computers, Materials & Continua》2025年第4期1367-1398,共32页Armughan Ali Hooria Shahbaz Robertas Damaševicius 
Skin cancer is the most prevalent cancer globally,primarily due to extensive exposure to Ultraviolet(UV)radiation.Early identification of skin cancer enhances the likelihood of effective treatment,as delays may lead t...
关键词:Skin lesions vision transformer CNN Xception deep learning network fusion explainable AI Grad-CAM skin cancer detection 
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