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AI绘图助力三维设计发展——以Stable Diffusion为例 被引量:2
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作者 刘凇麟 杨蕾颖 《昆明冶金高等专科学校学报》 2025年第1期61-69,共9页
AI绘图工具是利用人工智能技术,通过本地部署训练辅助或完全自动生成绘画作品的软件工具。目前常用的AI绘图工具有DALL-E 2、Midjourney、Stable Diffusion等,其中以Stable Diffusion使用最为广泛。通过不断更新图像的噪声分布,软件在... AI绘图工具是利用人工智能技术,通过本地部署训练辅助或完全自动生成绘画作品的软件工具。目前常用的AI绘图工具有DALL-E 2、Midjourney、Stable Diffusion等,其中以Stable Diffusion使用最为广泛。通过不断更新图像的噪声分布,软件在本地计算机上生成高质量图像。以实际设计项目为例,应用Stable Diffusion在三维设计中帮助设计师快速生成草图和效果图,得到多种设计风格和创作方式,大大提高了设计的效率和乐趣,实践证明AI绘图工具在环境艺术设计、建筑设计等多个领域具有巨大的应用潜力。 展开更多
关键词 AI绘图 stable Diffusion 三维设计
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Recommendations of Stable Mg,Si,V,Fe,Cu,Zn,Rb,Sr,Ag,Cd,Ba,and U Isotope Compositions for Multiple Geological References
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作者 Jinting Kang Xuqi Chen +16 位作者 Xi Deng Yuan Fang Haichuan Jiang Chengyihong Liu Cuihua Luo Xing Li Yuchao Lin Zhaoqi Ren Jiaru Sheng Xue Tang Liyi Xu Jinyi Yan Yaqi Zhang Zhengyu Hou Fei Wu Huimin Yu Fang Huang 《Journal of Earth Science》 2025年第4期1408-1424,共17页
The Metal Stable Isotope Geochemistry Laboratory(MSIGL)at the University of Science and Technology of China has developed state-of-the-art analytical methods for twelve stable isotope systems,including Mg,Si,V,Fe,Cu,Z... The Metal Stable Isotope Geochemistry Laboratory(MSIGL)at the University of Science and Technology of China has developed state-of-the-art analytical methods for twelve stable isotope systems,including Mg,Si,V,Fe,Cu,Zn,Rb,Sr,Ag,Cd,Ba,and U.Geological and biological samples were first digested by acid dissolution or alkali dissolution.The target element was subsequently purified by the column chromatography method.A Neptune Plus MC-ICP-MS was used to measure isotope compositions and the isotope bias caused during measurements was calibrated by standard bracketing and/or the double spike method.The analytical procedure was carefully checked to ensure the high precision and accuracy of the data.Here,we summarized the protocol of these established methods and compiled the standard data measured at our lab as well as those reported in literature.This comprehensive dataset can serve as a reliable benchmark for calibration,method validation,and quality assurance in metal stable isotope analyses. 展开更多
关键词 non-traditional stable isotope metal stable isotope analytical methods MC-ICP-MS standards geological references
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人工智能在绘画领域的应用——以Stable Diffusion搭配ControlNet为例 被引量:1
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作者 叶雨杭 雷雅琴 《科学与信息化》 2025年第2期60-63,共4页
文章分析了Stable Diffusion的技术原理与插件ControlNet的功能,以及两者结合之后出图的效果及优势和劣势。同时分析如何通过ComfyUI添加插件搭建工作流,以提升工作效率,减少工作时间。本文旨在通过应用人工智能技术将设计师从单一的重... 文章分析了Stable Diffusion的技术原理与插件ControlNet的功能,以及两者结合之后出图的效果及优势和劣势。同时分析如何通过ComfyUI添加插件搭建工作流,以提升工作效率,减少工作时间。本文旨在通过应用人工智能技术将设计师从单一的重复的工作中解放出来,专注于设计本身而不是设计绘画的过程,让数字绘画技术赋予绘画领域升级。 展开更多
关键词 AIGC 人工智能 数字绘画 平面设计 stable Diffusion CONTROLNET
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1例希恩综合征合并垂体危象患者应用STABLE模式的护理
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作者 陈晓中 张玉芬 +3 位作者 邓娟 刘伟权 商薇薇 熊杰 《当代护士(中旬刊)》 2025年第5期85-89,共5页
本文回顾1例希恩综合征合并垂体危象患者应用STABLE模式进行救治和护理的过程。护理要点包括:监测患者血糖、维持患者体温稳定、使用激素替代治疗原发病、保持呼吸道通畅、维持循环稳定、监测实验室指标、实施人文关怀及健康教育等。经... 本文回顾1例希恩综合征合并垂体危象患者应用STABLE模式进行救治和护理的过程。护理要点包括:监测患者血糖、维持患者体温稳定、使用激素替代治疗原发病、保持呼吸道通畅、维持循环稳定、监测实验室指标、实施人文关怀及健康教育等。经过6 d的紧急救治与应用STABLE模式的护理,患者度过危险期,生命体征平稳,转至普通病房。 展开更多
关键词 stable模式 希恩综合征 垂体危象 休克 护理
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Surveying Organic Matter,Thermal Maturity Level,and Paleo-Environmental Conditions by Considering Biomarker and Stable Carbon Isotopic Analysis 被引量:1
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作者 Meysam Hemmati Yaser Ahmadi +2 位作者 Behzad Vaferi Ali Hosin Alibak David A.Wood 《Journal of Earth Science》 2025年第2期428-440,共13页
Biomarker and stable carbon isotope analyses are presented for the Garau Formation of the Cretaceous Age,an important source rock in western Iran,to reveal its potential as an oilprone source rock.The C_(28)/C_(29)ste... Biomarker and stable carbon isotope analyses are presented for the Garau Formation of the Cretaceous Age,an important source rock in western Iran,to reveal its potential as an oilprone source rock.The C_(28)/C_(29)sterane ratio value range(0.72 to 0.83)of bitumen samples from the formation suggests that they were likely formed during phytoplankton blooms.Sterane,hopane,and isoprenoid/n-alkane ratios indicate that the formation's organic matter predominantly consists of algae,and bacteria,accompanied by some reworked material derived from higher plants.Due to the predominance of anoxic conditions and the actions of sulfate-reducing bacteria,the bitumen present is enriched with sulfur compounds.The percentages of saturates,aromatics,and nitrogen-sulfuroxygen(NSO)fractions in the bitumen samples classify them as naphthenic oils.Isotope analysis reveals that biodegradation and water-washing have reduced the concentrations of some volatile saturates and low molecular weight aromatics in the bitumen samples.These actions have resulted in distinctiveδ^(13)C values for the formation's kerogen and bitumen fractions.The formation's organic matter has been subjected to high-temperature thermal regimes and has entered the oil-generation window at the sampled localities,with vitrinite reflectance(%R_(C))varying between 0.7%and 0.75%. 展开更多
关键词 source-rock geochemistry biomarkers stable carbon isotopes alteration processes naphthenic crude oil petroleum geology
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生成式AI在建筑设计中的应用难点及优化策略:以Stable Diffusion为例 被引量:1
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作者 胡旭明 季新亮 周振阳 《世界建筑》 2025年第6期83-89,共7页
随着人工智能在工程设计领域应用的逐渐深入,AI开始介入设计、优化、建造运维等工程全生命周期,尤其是生成式AI,其在设计中的应用场景逐步被挖掘,带来了设计范式的新变革,引发了设计行业的广泛讨论与应用探索。与此同时,生成式AI在工程... 随着人工智能在工程设计领域应用的逐渐深入,AI开始介入设计、优化、建造运维等工程全生命周期,尤其是生成式AI,其在设计中的应用场景逐步被挖掘,带来了设计范式的新变革,引发了设计行业的广泛讨论与应用探索。与此同时,生成式AI在工程设计中的应用难点也逐步显现:垂直领域模型训练量不足、缺乏对参数之间交互影响的认识、未构建精准提示词工程等问题制约了其在行业的深度应用和价值呈现。本研究以Stable Diffusion为例分析其在建筑设计中的应用难点及成因,针对性提出优化方法,并通过项目实践验证了其有效性,从而实现生成式AI在多种建筑设计场景下的高质量可控输出。 展开更多
关键词 AI 生成式AI stable Diffusion 建筑设计 优化策略
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基于本地化Stable Diffusion的图形创意设计课程教学案例设计与实施探究
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作者 李晓莹 《艺术科技》 2025年第12期196-198,共3页
随着人工智能技术的迅猛发展,以Stable Diffusion为代表的文本生成图像模型在教育领域得到广泛应用,特别是在图形创意设计教学中展现出广阔前景。文章围绕StableDiffusion技术的本地化部署,探讨其在高职图形创意设计课程中的教学案例设... 随着人工智能技术的迅猛发展,以Stable Diffusion为代表的文本生成图像模型在教育领域得到广泛应用,特别是在图形创意设计教学中展现出广阔前景。文章围绕StableDiffusion技术的本地化部署,探讨其在高职图形创意设计课程中的教学案例设计与实施策略。首先简要介绍Stable Diffusion作为开源扩散模型的技术原理及其在图像生成中的优势,指出其在图像风格控制、语义引导与本地化部署等方面的可操作性和适应性。随后,结合课程特点,提出以“能力导向+项目驱动”为核心理念的教学设计思路,构建“技术认知—技能掌握—创意应用—综合表达”的四级教学目标体系,并据此将课程内容划分为四大模块:AI图像生成基础认知、Stable Diffusion本地部署实操、Prompt语言构建与风格控制、AI+设计项目创作。教学流程采用“导入—探究—实践—反馈”四阶段递进模式,结合多样化教学活动,如图像生成实验、创意设计马拉松、创意展示会等,实现学生从技术掌握到创意表达能力的全面提升。在实施层面,强调“技术平台建设+教学体系保障”双轮驱动,提出本地部署环境的软硬件配置建议、教学资源库建设方案及多维评价机制。通过全过程任务化教学设计,提升学生综合设计素养和AI工具应用能力,推动AI技术与艺术设计教育的深度融合,为高职课程改革与复合型人才培养提供有效路径和实践参考。 展开更多
关键词 stable Diffusion 图形创意设计 教学案例设计 本地化部署 教学实施策略
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基于Stable Diffusion的文生图技术及其在多场景中应用研究
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作者 夏冉 常玉媛 +1 位作者 李鹏飞 魏熙桢 《周口师范学院学报》 2025年第2期50-54,共5页
文本生成图像技术通过跨模态语义融合实现高效的文本到视觉转换,在艺术创作与工业设计领域具有重要价值。以Stable Diffusion为核心,系统研究模型配置与生成优化策略,提出多维度性能提升方法。通过集成Hugging Face平台的模型加载机制,... 文本生成图像技术通过跨模态语义融合实现高效的文本到视觉转换,在艺术创作与工业设计领域具有重要价值。以Stable Diffusion为核心,系统研究模型配置与生成优化策略,提出多维度性能提升方法。通过集成Hugging Face平台的模型加载机制,结合注意力优化与GPU并行加速技术,提升图像生成效率;针对不同场景需求,基于调度器动态调控噪声衰减过程,平衡质量与资源消耗。实验表明,正负提示词组合可精准引导图像特征生成,去噪步骤优化策略在细节丰富度与生成速度之间取得显著改进;通过个性化模型微调与格式适配技术,成功实现特定艺术风格的高质量生成。 展开更多
关键词 文生图 stable Diffusion LoRA模型
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基于STABLE模式护理1例口服大量降压药物并发急性胰腺炎患者的经验总结
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作者 毕安平 谭星星 +2 位作者 罗丹凤 肖琦 胡燕 《临床医学研究与实践》 2025年第30期26-30,共5页
本文总结1例口服大量降压药物并发急性胰腺炎患者运用STABLE模式进行临床护理的经验。护理要点主要包括密切观察病情和各项指标以确保患者安全,采用禁食禁水、胃肠减压联合药物治疗以缓解胰腺炎疼痛,采用阶梯化氧疗联合胸腔置管引流以... 本文总结1例口服大量降压药物并发急性胰腺炎患者运用STABLE模式进行临床护理的经验。护理要点主要包括密切观察病情和各项指标以确保患者安全,采用禁食禁水、胃肠减压联合药物治疗以缓解胰腺炎疼痛,采用阶梯化氧疗联合胸腔置管引流以改善呼吸衰竭,通过补液升压以维持有效循环和脏器灌注,及时处理水电解质紊乱,并采用CICARE联合HEART实施有效沟通与人文关怀。经过11 d的紧急救治与STABLE模式结构化护理,患者顺利度过危险期,病情稳定,转至普通病房。15 d后患者顺利出院,定期随访3个月,患者的生活与工作均恢复正常。 展开更多
关键词 stable模式 药物中毒 急性胰腺炎
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Laser‑Induced Highly Stable Conductive Hydrogels for Robust Bioelectronics
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作者 Yibo Li Hao Zhou +1 位作者 Huayong Yang Kaichen Xu 《Nano-Micro Letters》 SCIE EI CAS 2025年第3期117-120,共4页
Despite the promising progress in conductive hydrogels made with pure conducting polymer,great challenges remain in the interface adhesion and robustness in longterm monitoring.To address these challenges,Prof.Seung H... Despite the promising progress in conductive hydrogels made with pure conducting polymer,great challenges remain in the interface adhesion and robustness in longterm monitoring.To address these challenges,Prof.Seung Hwan Ko and Taek-Soo Kim’s team introduced a laserinduced phase separation and adhesion method for fabricating conductive hydrogels consisting of pure poly(3,4-ethylenedioxythiophene):polystyrene sulfonate on polymer substrates.The laser-induced phase separation and adhesion treated conducting polymers can be selectively transformed into conductive hydrogels that exhibit wet conductivities of 101.4 S cm^(−1) with a spatial resolution down to 5μm.Moreover,they maintain impedance and charge-storage capacity even after 1 h of sonication.The micropatterned electrode arrays demonstrate their potential in long-term in vivo signal recordings,highlighting their promising role in the field of bioelectronics. 展开更多
关键词 Laser processing Conductive hydrogels stable interface Bio-interfacing electrodes Bioelectronic application
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On Bowen Entropy for Stable Sets in Positive Entropy Systems
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作者 ZHANG Zhengwei YAN Kesong ZENG Fanping 《数学进展》 北大核心 2025年第1期99-112,共14页
In this paper,we study the Bowen entropy of stable sets in positive entropy G-system of amenable group actions.The lower bound of the Bowen entropy of these sets are estimated.
关键词 positive entropy stable set Bowen entropy amenable group action
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Groundwater geochemical evolution,origin and quality in the Lower Pra Basin,Ghana:Insights from hydrogeochemistry,multivariate statistical analysis,mineral saturation indices,stable isotopes(δ^(2)H and δ^(18)O)and geostatistical analysis
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作者 Samuel Y.Ganyaglo Joel Y.Binyiako +7 位作者 Emmanuel M.Teye Abass Gibrilla Dickson Abdul-Wahab Samuel Edusei Paulina Amponsah Courage D.Egbi Samuel B.Dampare Ebenezer Aquisman Asare 《Acta Geochimica》 2025年第2期348-372,共25页
In many places across the globe,including the Wassa District of Ghana,groundwater provides a significant supply of water for various purposes.Understanding the groundwater origin and hydrogeochemical processes control... In many places across the globe,including the Wassa District of Ghana,groundwater provides a significant supply of water for various purposes.Understanding the groundwater origin and hydrogeochemical processes controlling the groundwater chemistry is a major step in the sustainable management of the aquifers.A total of 29groundwater samples were collected and analysed.Ionic ratio graphs,multivariate statistical analysis,mineral saturation indices,stable isotopes,and geostatistics methods were used to examine the sources and the quality of the groundwater.The findings describe the water types in the district as Ca-Mg-HCO_(3)-Cl,Ca-Na-HCO_(3),Na-Ca-HCO_(3),Ca-Na-HCO_(3)-Cl,Na-Ca-HCO_(3)-Cl,mix water type,NaHCO_(3)-Cl,with possible evolution to Ca-Na-Cl-HCO_(3),and Na-Ca-Cl-HCO_(3).According to the IEWQI for drinking water,around 53.6% of the samples have good quality,whereas 10.7% have very low-quality groundwater.Only 3.45% of the samples are suitable to use for irrigation without treatment,whereas 41.4% are somewhat safe with minimal treatment.Water-rock interactions,including the dissolution and weathering of silicate minerals,cation exchange processes,and human activities like mining andquarrying,are some of the main factors influencing groundwater chemistry.Principal component analysis revealed that groundwater chemistry is influenced by a combination of natural and anthropogenic sources.The APCs-MLR receptor model quantifies the factors that play important roles in groundwater salinization,including mineral dissolution and weathering(19.4%),localised Cd(16%),Ni(14.6%),Pb(12.8%),and Fe(11.4%)contamination from urbanisation while unidentified sources of pollution account for about 26.0%.The stable isotopes revealed groundwater is of meteoric origin and water-rock interaction the major mechanism for groundwater mineralization.The results of this research highlight the need of implementing an integrated strategy for managing and accessing groundwater quality. 展开更多
关键词 GROUNDWATER Integrated approaches stable isotopes Hydrochemical facies Water-rock interaction Quality assessment Empirical Bayesian kriging
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基于Stable Diffusion的模型窃取攻击方法
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作者 李若宇 冯辉 +3 位作者 李强 季宁宁 唐贝贝 陈磊 《哈尔滨商业大学学报(自然科学版)》 2025年第2期169-175,共7页
针对现有无数据模型窃取攻击技术在有限的查询预算下难以拟合原始训练集分布,进而影响对目标模型决策边界拟合效果问题,提出了一种基于Stable Diffusion的模型窃取攻击方法(Model Extraction Attack Based on Stable Diffusion,MEASD).... 针对现有无数据模型窃取攻击技术在有限的查询预算下难以拟合原始训练集分布,进而影响对目标模型决策边界拟合效果问题,提出了一种基于Stable Diffusion的模型窃取攻击方法(Model Extraction Attack Based on Stable Diffusion,MEASD).利用预训练的Stable Diffusion生成训练数据可能涵盖多个域,并包含大量非判别性样本,设计了ILAF方法以优化Stable Diffusion生成的数据品质.将高质量合成数据的原始样本与由对抗样本生成器生成的对抗样本组成替代训练集.由DPA模块组合的替代模型基于替代训练集拟合目标模型的决策边界.实验结果表明,在四个主流的基准数据集上与EBFA和DMEAE方法相比,所提的MEASD方法能够将目标模型决策边界的拟合程度提高至84%,对目标模型的黑盒对抗攻击成功率超过68%,并且查询预算较低.MEASD方法能够有效地提升目标模型决策边界拟合效果及攻击成功率. 展开更多
关键词 深度学习 模型窃取攻击 stable Diffusion 替代模型 对抗攻击 对抗训练
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基于Stable Diffusion的LoRA模型训练标签定义对建筑类模型训练效果的影响
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作者 邹挺揆 麦华 +1 位作者 刘月涵 霍浩彬 《土木建筑工程信息技术》 2025年第3期25-31,共7页
随着深度生成模型在计算机视觉领域的广泛应用,Stable Diffusion模型因其在文本到图像生成任务中的优异表现,已经成为建筑类图像生成的热门选择。然而,建筑类图像生成任务的复杂性要求模型不仅要生成符合建筑设计需求的外观,还要考虑结... 随着深度生成模型在计算机视觉领域的广泛应用,Stable Diffusion模型因其在文本到图像生成任务中的优异表现,已经成为建筑类图像生成的热门选择。然而,建筑类图像生成任务的复杂性要求模型不仅要生成符合建筑设计需求的外观,还要考虑结构、空间布局和材质等多维度特征。因此,如何通过优化模型的训练过程,提高其生成效果,成为了一个重要的研究课题。 展开更多
关键词 stable Diffusion LoRA 建筑图像生成 标签定义 微调 深度学习
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基于Stable Diffusion的交通枢纽领域快速生图研究
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作者 郑政 《交通与港航》 2025年第1期52-56,78,共6页
研究目的旨在探讨Stable Diffusion技术在交通枢纽设计领域的应用。研究方法采用实证研究方法,对技术的优势与挑战进行了系统分析。研究结果表明,Stable Diffusion技术在快速生成效果图方面表现出显著优势,但面临细节控制和专项风格匹... 研究目的旨在探讨Stable Diffusion技术在交通枢纽设计领域的应用。研究方法采用实证研究方法,对技术的优势与挑战进行了系统分析。研究结果表明,Stable Diffusion技术在快速生成效果图方面表现出显著优势,但面临细节控制和专项风格匹配的局限性。为优化这一技术,引入了ControlNet和Lora模型,实现了对设计图像外形的精确控制和风格优化。然而,模型的泛化能力仍需进一步研究。此外,Stable Diffusion技术的高算力需求和硬件依赖性是其在实际应用中的主要障碍。综合研究结果,为交通枢纽设计领域应用Stable Diffusion技术提供了新的思路,并明确了未来的优化路径。 展开更多
关键词 stable Diffusion 交通枢纽设计 图像生成 CONTROLNET Lora 人工智能
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Persistent scintillators for X-ray repetitive imaging with stable energy traps
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作者 Yuan Wang Peng Zhang +7 位作者 Xu Tian Daiyuan Liu Jian Zhang Zhichao Liu Xiuxia Yang Jie Yu Jianxiong Shao Xuhui Xu 《Journal of Rare Earths》 2025年第6期1161-1168,I0003,共9页
Scintillator is a key material for the development of X-ray detectors,which has a promising application in medical imaging,security inspection and industrial non-injury detection.The majority of scintillators currentl... Scintillator is a key material for the development of X-ray detectors,which has a promising application in medical imaging,security inspection and industrial non-injury detection.The majority of scintillators currently used in imaging are real-time imaging scintillators,which can cause ionization radiation damage to biological subjects or detection equipment during the imaging process and require complex,highly sensitive detection systems.Therefore,exploring stable,environmentally friendly scintillator materials that can achieve delayed imaging is of significance in the field of imaging.Herein,we devel-oped an X-ray time-lapse imaging scintillator,Sr_(2)Al_(6)O_(11):Dy^(3+)phosphor,which generates stable traps by X-ray irradiation,thus endowing it with excellent persistent luminescence and information storage properties(>42 d).Moreover,traps constructed by X-ray can be repeatedly refilled(>40 times)under UV light and carriers are released in theform of mechanical or thermal excitation when refilling is complete.By constructing the traps in the phosphor during X-ray excitation and using it for repetitive imaging,the detection limit is 74.78 nGy/s,and the spatial imaging resolution is as high as 16 lp/mm.This discovery providesa new idea for the development oftime-delayed X-ray scintillator. 展开更多
关键词 X-raytime-delayed scintillator stable traps Persistent luminescence Repetitive imaging Rare earths
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Analysis of the Effectiveness of Continuous Nursing Interventions in Elderly Patients with COPD in the Stable Phase and Frailty
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作者 Chuo Guo Yaran Li +1 位作者 Jiao Chen Yuanyuan Lu 《Journal of Clinical and Nursing Research》 2025年第1期107-112,共6页
Objective:To evaluate the effectiveness of continuous nursing interventions in elderly patients with COPD in the stable phase and frailty.Methods:Sixty elderly patients with COPD in the stable phase and frailty,treate... Objective:To evaluate the effectiveness of continuous nursing interventions in elderly patients with COPD in the stable phase and frailty.Methods:Sixty elderly patients with COPD in the stable phase and frailty,treated between January 2024 and August 2024,were selected as the study subjects.Patients were randomly divided into two groups(30 each)using a drawing method.Patients who drew a black token were assigned to the intervention group and received continuous nursing interventions,while those who drew a red token were assigned to the nursing group and received standard nursing care.The quality of care between the groups was compared.Results:Pulmonary function indicators in the intervention group were significantly better than those in the nursing group(P<0.05).Immune function in the intervention group was also significantly higher than in the nursing group(P<0.05).Before the intervention,there was no significant difference in self-care ability between the two groups(P>0.05).However,post-intervention,both groups showed improved self-care abilities,with the intervention group scoring significantly higher than the nursing group(P<0.05).Similarly,before the intervention,there was no significant difference in quality-of-life scores(P>0.05),but post-intervention,both groups exhibited increased scores,with the intervention group outperforming the nursing group significantly(P<0.05).Conclusion:Continuous nursing interventions significantly improve outcomes in elderly patients with COPD in the stable phase and frailty,warranting broader implementation. 展开更多
关键词 Continuous nursing stable COPD Elderly patients Pulmonary function Immune function
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Study on Cultivation Techniques of Spring Soybean for High Quality and High and Stable Yield in Huang-Huai Area
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作者 Huajun SUN 《Agricultural Biotechnology》 2025年第2期25-28,共4页
As an important grain and oil crop,soybean occupies an important position in China s agricultural production.High quality and stable yield of spring soybean is of great significance for ensuring food security and incr... As an important grain and oil crop,soybean occupies an important position in China s agricultural production.High quality and stable yield of spring soybean is of great significance for ensuring food security and increasing farmers income.Based on the planting experience and scientific research achievements in many regions,this paper systematically expounded a series of cultivation techniques of spring soybean with high quality and high yield from variety selection,preparation before sowing,sowing techniques,field management to disease and pest control and harvest and storage,aiming to provide scientific and comprehensive guidance for soybean growers and promote the development of soybean industry. 展开更多
关键词 Spring soybean High quality High yield stable yield Cultivation technique
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Multi-Objective optimization for stable and efficient cargo transportation of partial space elevator
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作者 Gefei Shi Zheng H.Zhu 《Defence Technology(防务技术)》 2025年第2期17-29,共13页
This paper proposed a new libration decoupling analytical speed function(LD-ASF)in lieu of the classic analytical speed function to control the climber's speed along a partial space elevator to improve libration s... This paper proposed a new libration decoupling analytical speed function(LD-ASF)in lieu of the classic analytical speed function to control the climber's speed along a partial space elevator to improve libration stability in cargo transportation.The LD-ASF is further optimized for payload transportation efficiency by a novel coordinate game theory to balance competing control objectives among payload transport speed,stable end body's libration,and overall control input via model predictive control.The transfer period is divided into several sections to reduce computational burden.The validity and efficacy of the proposed LD-ASF and coordinate game-based model predictive control are demonstrated by computer simulation.Numerical results reveal that the optimized LD-ASF results in higher transportation speed,stable end body's libration,lower thrust fuel consumption,and more flexible optimization space than the classic analytical speed function. 展开更多
关键词 Partial space elevator stable transportation Libration decoupling analytical speed function Coordinate game Model predictive control Pareto optimization
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Heat-resistant PMIA separator with highly interconnected pore structure for thermally stable and high energy lithium-ion batteries
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作者 Junguang Ren Lu Gao +5 位作者 Honggui He Heyi Li Yixuan Su Nini Feng Nanping Deng Xupin Zhuang 《Journal of Energy Chemistry》 2025年第5期716-725,共10页
The safety and performance of lithium-ion batteries(LIBs)largely depend on the structural design and performance characteristics of the separator.Commercial polyolefin separators suffer from problems such as poor ther... The safety and performance of lithium-ion batteries(LIBs)largely depend on the structural design and performance characteristics of the separator.Commercial polyolefin separators suffer from problems such as poor thermal stability,insufficient porosity,and inferior electrolyte wettability,which not only easily lead to battery safety issues but also significantly affect the ionic conductivity and energy density of the batteries.Herein,we have designed a facile,efficient and controllable methodology to develop a high-porosity poly(m-phenylene isophthalamide)(PMIA)separator with both excellent wettability and superior thermal resistance by a vapor-induced phase separation technique.Specifically,the PMIA separator undergoes a thermal shrinkage of less than 1%even after being treated at 200℃ for one hour,which greatly enhances the thermal safety of the battery.In addition,a continuous and interconnected high-porosity structure(porosity of 69%)is formed by utilizing a stable and controllable solvent exchange rate,thereby constructing abundant channels for the transportation of ions within the battery.Moreover,the amide groups in the PMIA molecular structure further confer the separator with excellent wettability,enabling it to possess outstanding electrolyte absorption capacity(electrolyte absorption rate of 270%).As a result,the Li||LFP full cell with PMIA separator exhibits excellent capacity and cycling stability,maintaining a reversible specific capacity of 105.6 mAh g^(-1)after 600 cycles at 5 C.And Li||NCM811 full cell with PMIA separator show no significant degradation(168.1 mAh g^(-1)at 0.5 C)after long-cycle at high temperature.These results indicate the potential of the PMIA separator for high thermal stability and high energy battery,and the scalability of this technology also provides new ideas and directions for the preparation of separators with superior comprehensive performance. 展开更多
关键词 PMIA separator Vapor-induced phase separation Thermally stable Amide group Lithium-ion battery
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