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Multiscale Biomimetic Evaporators Based on Liquid Metal/Polyacrylonitrile Composite Fibers for Highly Efficient Solar Steam Generation
《Nano-Micro Letters》2025年第6期93-111,共19页Yuxuan Sun Dan Liu Fei Zhang Xiaobo Gao Jie Xue Qingbin Zheng 
supported by the National Natural Science Foundation of China(52372096,52102368,22205189,52203103);the Program for Guangdong Introducing Innovative and Entrepreneurial Teams(2017ZT07C291);the Shenzhen Science and Technology Program(JCYJ20230807114205011 and KQTD20170810141424366);the Guang Dong Basic and Applied Basic Research Foundation(2024A1515011953,2022A1515011010 and 2021A1515110350);the Regional Joint Fund for Basic Research and Applied Basic Research of Guangdong Province(No.2020SA001515110905);the Shenzhen Natural Science Foundation(GXWD20201231105722002-20200824163747001);the 2023 SZSTI stable support scheme.
Solar steam generation(SSG)offers a cost-effective solution for producing clean water by utilizing solar energy.However,integrating effective thermal management and water transportation to develop high-efficiency sola...
关键词：Liquid metal POLYACRYLONITRILE Composite fibers Solar steam generation Seawater desalination 
Frequency-Quantized Variational Autoencoder Based on 2D-FFT for Enhanced Image Reconstruction and Generation
《Computers, Materials & Continua》2025年第5期2087-2107,共21页Jianxin Feng Xiaoyao Liu 
supported by the Interdisciplinary project of Dalian University DLUXK-2023-ZD-001.
As a form of discrete representation learning,Vector Quantized Variational Autoencoders(VQ-VAE)have increasingly been applied to generative and multimodal tasks due to their ease of embedding and representative capaci...
关键词：VAE 2D-FFT image reconstruction image generation 
Biomimetic Micro-Nanostructured Evaporator with Dual-Transition-Metal MXene for Efficient Solar Steam Generation and Multifunctional Salt Harvesting
《Nano-Micro Letters》2025年第5期16-36,共21页Ruiqi Xu Hongzhi Cui Na Wei Yang Yu Lin Dai Xiaohua Chen 
supported by the National Natural Science Foundation of China(No.U2106216,52331004);the Natural Science Foundation of Shandong Province(No.ZR2022ZD12);the Key R&D Program of Shandong Province,China(2023ZLGX05,2023CXGC010406);the Taishan Scholarship of Climbing Plan(No.tspd20230603);the Fundamental Research Funds for the Central Universities(202461105);the China Postdoctoral Science Foundation(2023M732677);Shandong Province Postdoctoral Innovation Project(SDCX-ZG-202303086);Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education(LOEC-202309).
Solar-driven interfacial evaporation is one of the most attractive approaches to addressing the global freshwater shortage.However,achieving an integrated high evaporation rate,salt harvesting,and multifunctionality i...
关键词：Double‐transition‐metal MXene Micro-nanostructures Solar steam generation Salt harvesting Multifunctionality 
Predictive Generation for Digital Twin Channel:Long-Batch Time-Frequency Construction
《China Communications》2025年第4期161-173,共13页Che Chang Hu Jie Kang Honghui Rui Hua Lyu Xingzai Wang Bo 
Wireless communication systems that incorporate digital twin(DT)alongside artificial intelligence(AI)are expected to transform 6G networks by providing advanced features for predictive modeling and decision making.The...
关键词：channel generation channel prediction deep learning digital twin(DT) generative adversarial network(GAN) 
MMCSD:Multi-Modal Knowledge Graph Completion Based on Super-Resolution and Detailed Description Generation
《Computers, Materials & Continua》2025年第4期761-783,共23页Huansha Wang Ruiyang Huang Qinrang Liu Shaomei Li Jianpeng Zhang 
funded by Research Project,grant number BHQ090003000X03。
Multi-modal knowledge graph completion(MMKGC)aims to complete missing entities or relations in multi-modal knowledge graphs,thereby discovering more previously unknown triples.Due to the continuous growth of data and ...
关键词：Multi-modal knowledge graph knowledge graph completion multi-modal fusion 
Optimization of the Crystallization Process for Ceftriaxone Sodium, a Third-Generation Cephalosporin, Utilizing Response Surface Methodology
《Medicinal Plant》2025年第2期14-18,共5页Yanxi LAI Furong ZHANG Jingyue ZHU Hao LIU Yizhang WANG Jing LI Shengjiu GU 
Supported by Central Guided Local Science and Technology Development Funds(ZY20230102);Guilin Scientific Research and Technology Development Programme Project(2023010301-1,20220104-4);Guangxi Science and Technology Programme Project(GK AB24010263);Guangxi Innovation Driving Development Special Funds Project(GK AA22096020).
[Objectives] To optimize the crystallization process of ceftriaxone sodium using response surface methodology (RSM) for enhancing both the crystallization rate and the quality of the final product. [Methods] Four key ...
关键词：Ceftriaxone sodium Response surface methodology(RSM) Crystallization process Process optimization 
TaxDiff:taxonomic-guided diffusion model for protein sequence generation
《Science China(Information Sciences)》2025年第4期381-382,共2页Zongying LIN Hao LI Liuzhenghao LV Yu WANG Bin LIN Junwu ZHANG Zijun CHEN Calvin Yu-Chian CHEN Li YUAN Yonghong TIAN 
supported in part by National Natural Science Foundation of China(Grant Nos.62425101,62088102,62202014);Shenzhen Science and Technology Program(Grant No.KQTD20240729102051063)。
Protein design aims to generate protein variants with targeted biological functions,which is significant in multiple biological areas,including enzyme reaction catalysis,vaccine design,and fluorescence intensity.Prote...
关键词：enzyme reaction catalysisvaccine designand generate protein variants targeted biological functionswhich structure generationrecentlyevodiff proposed structure sequence generation fluorescence intensityprotein design diffusion frameworkwhich sequence generation protein design 
Influence of 3D helical magnetic perturbations on runaway electron generation in J-TEXT tokamak
《Plasma Science and Technology》2025年第3期36-44,共9页Wei YAN Guinan ZOU Zhongyong CHEN You LI Jiangang FANG Zhifang LIN Zhonghe JIANG Nengchao WANG Bo RAO Yangbo LI Zhengkang REN Chuanxu ZHAO Yu ZHONG Fanxi LIU Yinlong YU Zisen NIE Xun ZHOU Yuan SHENG Yuwei SUN Song ZHOU Xiaoqing ZHANG Zhoujun YANG Zhipeng CHEN Yonghua DING the J-TEXT Team 
supported by the National Magnetic Confinement Fusion Energy R&D Program of China (Nos.2018YFE0309103 and 2019YFE03010004);National Natural Science Foundation of China (Nos.12475222,12205122,and 51821005);Hubei International Science and Technology Cooperation Projects (No.2022EHB003)。
A large number of runaway electrons(REs)generated during disruption can cause significant damage to next-generation large-scale tokamaks.The influence of three-dimensional(3D)helical magnetic perturbations on the supp...
关键词：3D helical magnetic perturbations runaway electron J-TEXT tokamak 
Impact of the chaotic semiconductor laser output power on time-delay-signature of chaos and random bit generation
《Chinese Physics B》2025年第3期325-330,共6页Chenpeng Xue Xu Wang Likai Zheng Haoyu Zhang Yanhua Hong Zuxing Zhang 
Project supported in part by the National Natural Science Foundation of China(Grant Nos.62005129 and 62175116)。
We experimentally analyze the effect of the optical power on the time delay signature identification and the random bit generation in chaotic semiconductor laser with optical feedback.Due to the inevitable noise durin...
关键词：CHAOS time delay signature entropy estimation random bit generation 
Next Generation Electronics & Photonics
《Nanotechnology and Precision Engineering》2025年第1期I0001-I0001,共1页
This special issue will include reviews,regular papers,and short communications,and reports in the fields for next generation electronics and photonics.The topics include but not restricted in advanced microelectronic...
关键词：PHOTONICS advanced microelectronic devices advanced microelectronic devices materialslow dimensional next generation electronics low dimensional materials novel nanodevice applications flexible electronics display technologiesnanophotonicsintegrated quantum photonicsphotovoltaicsenergy ha 
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