SELF-ADAPTIVE

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Soft-GNN:towards robust graph neural networks via self-adaptive data utilization
《Frontiers of Computer Science》2025年第4期1-12,共12页Yao WU Hong HUANG Yu SONG Hai JIN 
supported by the National Natural Science Foundation of China(Grant No.62127808).
Graph neural networks(GNNs)have gained traction and have been applied to various graph-based data analysis tasks due to their high performance.However,a major concern is their robustness,particularly when faced with g...
关键词：graph neural networks node classification label noise robustness 
Adjusting Accuracy of Digital Image Correlation Through Variable Subsets and Application in Airship Envelope
《Journal of Shanghai Jiaotong university(Science)》2025年第2期239-251,共13页ZHU Fangtao VWANG Quanbao XIE Weicheng DUAN Dengping 
The stratospheric airship is affected by harsh conditions in the stratosphere environment.To ensure the safety of the airship,it is necessary to detect the material state of the airship envelope.Since digital image co...
关键词：shape of subset digital image correlation strain of airship envelope self-adaptive selection 
Exploration of Gas‑Dependent Self‑Adaptive Reconstruction Behavior of Cu_(2)O for Electrochemical CO_(2) Conversion to Multi‑Carbon Products
《Nano-Micro Letters》2025年第3期280-296,共17页Chaoran Zhang Yichuan Gu Qu Jiang Ziyang Sheng Ruohan Feng Sihong Wang Haoyue Zhang Qianqing Xu Zijian Yuan Fang Song 
supported by the National Natural Science Foundation of China(Grant No.22479097);the Shanghai Science and Technology Committee(Grant No.23ZR1433000);the National High-Level Talent Program for Young Scholars,the Start-up Fund(F.S.)from Shanghai Jiao Tong University.
Structural reconstruction of electrocatalysts plays a pivotal role in catalytic performances for CO_(2)reduction reaction(CO_(2)RR),whereas the behavior is by far superficially understood.Here,we report that CO_(2)acc...
关键词：CO_(2)reduction reaction ELECTROCATALYSTS Cu_(2)O RECONSTRUCTION Self-adaptive electrocatalysis 
Convergence of a New Bregman Projection Method with a Self-adaptive Stepsize for Solving Monotone Inclusion Problems and Variational Inequality Problems in Reflexive Banach Spaces
《数学进展》2025年第1期141-163,共23页CHEN Lulu CAI Gang 
Supported by NSFC(No.12171062);the Natural Science Foundation of Chongqing(No.CSTB2022NSCQ-JQX0004);the Chongqing Talent Support Program(No.cstc2024ycjh-bgzxm0121);Science and Technology Project of Chongqing Education Committee(No.KJZD-M202300503)。
The purpose of this article is to introduce a new method with a self-adaptive stepsize for approximating a common solution of monotone inclusion problems and variational inequality problems in reflexive Banach spaces....
关键词：Bregman distance variational inequality monotone inclusion maximal operator reflexive Banach space 
Bioinspired smart dual-layer hydrogels system with synchronous solar and thermal radiation modulation for energy-saving all-season temperature regulation被引量：1
《Journal of Energy Chemistry》2025年第2期175-190,I0005,共17页Meng-Chen Huang Chao-Hua Xue Zhongxue Bai Jun Cheng Yong-Gang Wu Chao-Qun Ma Li Wan Long Xie Hui-Di Wang Bing-Ying Liu Xiao-Jing Guo 
the funding and generous support of the National Natural Science Foundation of China(52103263,52271249);the Key Project of International Science&Technology Cooperation of Shaanxi Province(2023-GHZD-09);the Key Project of Science Foundation of Education Department of Shaanxi Province(22JY011);the Key Project of Scientific Research and Development of Shaanxi Province(2023GXLH-070);the Qinchuangyuan"Scientist+Engineer"Team of Shaanxi Province(2023KXJ-069);the Key Research and Development Program of Shaanxi(2023-YBGY-488);the Sci-tech Innovation Team of Shaanxi Province(2024RS-CXTD-46);the Key Research and Development Program of Shaanxi Province(2020ZDLGY13-11).
All-season thermal management with zero energy consumption and emissions is more crucial to global decarbonization over traditional energy-intensive cooling/heating systems.However,the static single thermal management...
关键词：Thermochromic hydrogel Self-adaptive thermal management Radiative cooling Spectral modulation ENERGY-SAVING 
Dynamically self-adjustable liquid-liquid and self-adaptive softcontact solid-solid triboelectric nanogenerator for wave energy harvesting
《Nano Research》2025年第1期404-414,共11页Yong Long Bingqi Zhao Jianan Niu Yuxiu Liu Wei Sha Jiangwen Wang Zhong Lin Wang Weiguo Hu 
support from the National Natural Science Foundation of China(Nos.52173298 and 52192611);the National Key R&D Project from Minister of Science and Technology(No.2021YFA1201603);Beijing Natural Science Foundation(No.Z230024);the Fundamental Research Funds for the Central Universities.
Water wave energy exhibits great potential toalleviate the global energy crisis. However, harvesting andutilizing wave energy are challenging due to its irregularity,randomness, and low frequency. Triboelectric nanoge...
关键词：SELF-ADAPTIVE soft-contact solid-solid LIQUID-LIQUID self-adjustable triboelectric nanogenerator 
A Modified Self-Adaptive Sparrow Search Algorithm for Robust Multi-UAV Path Planning
《Journal of Donghua University(English Edition)》2024年第6期630-643,共14页SUN Zhiyuan SHEN Bo PAN Anqi XUE Jiankai MA Yuhang 
Foundation items:National Natural Science Foundation of China(No.62303108);Fundamental Research Funds for the Central Universities,China(No.CUSF-DH-T-2023065)。
With the advancement of technology,the collaboration of multiple unmanned aerial vehicles(multi-UAVs)is a general trend,both in military and civilian domains.Path planning is a crucial step for multi-UAV mission execu...
关键词：multiple unmanned aerial vehicle(multi-UAV) path planning sparrow search algorithm(SSA) stochastic optimization 
Self-adaptive epidermal blood flow sensor forhigh-flux vascular access monitoring of hemodialysis patients
《npj Flexible Electronics》2024年第1期253-266,共14页Yuqi Tian Kai Yang Yicong Wang Jie Wang Andrea S.Carlini Zhinan Zhang Yujun Deng Jinyun Tan Linfa Peng Bo Yu Zhongqin Lin 
supported by the Natural Science Foundation of Shanghai(23ZR1428600);National Natural Science Foundation of China(52371249,L232400044);State Key Laboratory of Mechanical System and Vibration(Grant No.MSVZD202110);the University of California and a UCSB Faculty Research Grant.
Well-functioning vascular access(VA)is essential for hemodialysis treatment in patients with endstage renal disease(ESRD).However,continuous and accurate monitoring of blood flow to assess high-flux VA during hospital...
关键词：flow INDIVIDUAL offering 
Security-Reliability Analysis and Optimization for Cognitive Two-Way Relay Network with Energy Harvesting
《China Communications》2024年第11期163-179,共17页Luo Yi Zhou Lihua Dong Jian Sun Yang Xu Jiahui Xi Kaixin 
supported in part by the National Natural Science Foundation of China under Grant 61971450;in part by the Hunan Provincial Science and Technology Project Foundation under Grant 2018TP1018;in part by the Natural Science Foundation of Hunan Province under Grant 2018JJ2533;in part by Hunan Province College Students Research Learning and Innovative Experiment Project under Grant S202110542056。
This paper investigates the security and reliability of information transmission within an underlay wiretap energy harvesting cognitive two-way relay network.In the network,energy-constrained secondary network(SN)node...
关键词：artificial noise energy harvesting cognitive two-way relay network hardware impairments physical layer security security-reliability tradeoff self-adaptive quantum particle swarm optimization 
Bilevel Optimal Infrastructure Planning Method for the Inland Battery Swapping Stations and Battery-Powered Ships
《Tsinghua Science and Technology》2024年第5期1323-1340,共18页Yan Zhang Lin Sun Wen Sun Fan Ma Runlong Xiao You Wu He Huang 
supported by the Foundation of National Key Laboratory of Science and Technology(No.614221722040401);Green Intelligent Ship Standardization Leading Project(No.CBG4N21-4-2).
Green shipping and electrification have been the main topics in the shipping industry.In this process,the pure battery-powered ship is developed,which is zero-emission and well-suited for inland shipping.Currently,bat...
关键词：inland battery swapping stations and ships station location problem battery sizing infrastructure planning speed and energy optimization bilevel self-adaptive differential evolution algorithm(BlSaDE) 
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