期刊文献+
共找到1,817篇文章
< 1 2 91 >
每页显示 20 50 100
融合模型在GUI设计风格生成的研究与应用
1
作者 严武军 张晓丽 +1 位作者 王程 景莹 《信息技术与信息化》 2026年第3期151-155,共5页
风格生成方法作为“设计助手”的核心模块,为人机协同创作模式奠定技术基础。文本到图像个性化和风格化的目标是指导一个预先训练好的扩散模型来分析用户引入的新概念,并将其融入期望的风格中。现有设计风格生成方法面临部署成本高、准... 风格生成方法作为“设计助手”的核心模块,为人机协同创作模式奠定技术基础。文本到图像个性化和风格化的目标是指导一个预先训练好的扩散模型来分析用户引入的新概念,并将其融入期望的风格中。现有设计风格生成方法面临部署成本高、准确率低以及同质化倾向等问题。为此,文章提出了一种融合LoRA与MoE机制的高效设计风格生成模型LMSD(lora-moe-stable diffusion),在Stable Diffusion的图像生成过程中,通过插入LoRA层实现轻量化微调并且融合MoE模块以提高模型精度。同时,采用风格一致性损失函数,解决生成结果在风格维度上与输入Prompt保持一致。实验结果表明,该模型在优逸客提供的GUI作品集上风格匹配准确率提升至89.7%,验证了其有效性和优越性,为生成式设计工具的智能化发展提供了有效路径,减少了人工设计过程中的重复劳动和时间成本,为UI设计师们开辟了广阔的创作空间与灵感源泉。 展开更多
关键词 模型微调 风格生成 生成式人工智能 Stable Diffusion
在线阅读 下载PDF
AI绘图技术于风景园林规划设计全流程的应用探索、评价及再开发建议
2
作者 崔恩泽 崔宝义 +1 位作者 王雪琪 王忠杰 《中国园林》 北大核心 2026年第S1期143-147,共5页
AI绘图技术在风景园林行业不断发展,其中,Stable Diffusion(SD)凭借其专属特性高度适配行业需求,在风景园林全流程的应用框架得以构建:分析研究阶段可凭借“文本-图像”转换实现设计意向可视化与历史景观复原,方案生成阶段可实现方案平... AI绘图技术在风景园林行业不断发展,其中,Stable Diffusion(SD)凭借其专属特性高度适配行业需求,在风景园林全流程的应用框架得以构建:分析研究阶段可凭借“文本-图像”转换实现设计意向可视化与历史景观复原,方案生成阶段可实现方案平面图快速迭代、彩平图自动填充及智能植物配置,成果表达阶段可跳过传统渲染流程生成效果图。SD通过形成“模糊-直观-准确-生动”的设计转化链,在跨模态数据转换、参数化创意涌现及人机协同界面重构三大维度实现技术跃迁。针对SD的再开发,可从“统一性、还原性、指定性、真实性及分层性”5个方面入手,以解决当前SD在三维连贯性、材质还原度与图层编辑等方面的局限,推动SD向专业性、可控性方向持续进化,为风景园林智能化设计提供重要支撑。 展开更多
关键词 风景园林 Stable Diffusion AI绘图技术 人工智能 人机协同
在线阅读 下载PDF
基于生成式人工智能的汽车前脸造型设计方法研究
3
作者 路鹏 吴凡 +1 位作者 唐建 宋明亮 《包装工程》 北大核心 2026年第2期69-78,共10页
目的探究生成式人工智能(Generative Artificial Intelligence,GAI)对传统工业设计流程的革新作用,并提出一种基于GAI的汽车前脸造型设计方法。方法首先,应用GPT-4o归纳分析消费者对汽车前脸造型的感性需求,并提取典型意象需求;其次,利... 目的探究生成式人工智能(Generative Artificial Intelligence,GAI)对传统工业设计流程的革新作用,并提出一种基于GAI的汽车前脸造型设计方法。方法首先,应用GPT-4o归纳分析消费者对汽车前脸造型的感性需求,并提取典型意象需求;其次,利用Midjourney生成符合典型意象需求的汽车前脸造型,以构建造型参考资料库;再次,选取基础造型并设定目标意象,同时结合专家与消费者评价,从资料库中筛选符合目标意象的参考造型;最后,基于基础和参考造型,采用曲线掺合法生成创新的造型曲线,并应用Stable Diffusion将其转化为三维效果的备选方案。结果设计评价结果显示,该方法能够有效生成兼顾汽车品牌特征与消费者感性需求的前脸造型。结论基于GAI的汽车前脸造型设计方法能够提高汽车设计师的效率和创新性,进而启发设计师重新审视传统的工业设计流程。 展开更多
关键词 生成式人工智能 汽车前脸造型 工业设计流程 Midjourney Stable Diffusion
在线阅读 下载PDF
文生图AI模型对建筑设计类提示词解释能力的比较研究
4
作者 赵文瀚 李涛 《山西建筑》 2026年第8期38-41,共4页
随着人工智能技术的发展,文生图AI模型的出现为设计领域带来了新的设计方式。对于建筑设计领域而言,主流的文生图AI模型由于算法、训练数据、开发程度等方面的不同,对于建筑设计任务的完成程度存在显著差异,这种差异产生的一个主要原因... 随着人工智能技术的发展,文生图AI模型的出现为设计领域带来了新的设计方式。对于建筑设计领域而言,主流的文生图AI模型由于算法、训练数据、开发程度等方面的不同,对于建筑设计任务的完成程度存在显著差异,这种差异产生的一个主要原因体现在相关模型对于提示词的解释能力。文中在应用最新的预训练模型的前提下,通过主观评价方法比较了三款主流的文生图工具对建筑设计领域提示词的解释能力,并提出了一个利用训练LORA模型来提升文生图工具对建筑设计领域提示词理解能力的方法。 展开更多
关键词 AI辅助建筑设计 文生图AI工具 提示词解释能力 Stable Diffusion
在线阅读 下载PDF
人工智能生成内容技术在社区规划公众参与过程中的运用——以武汉市江岸区新直街社区规划为例
5
作者 周星宇 黄焕 +2 位作者 胡冬冬 何迎佳 郑段雅 《规划师》 北大核心 2026年第3期89-94,共6页
结合武汉市江岸区新直街社区规划实践,探索人工智能生成内容技术的文本生成和图像生成等模型在社区规划前、中期工作环节中的具体运用方法,并考察其对于效率创意和公平正义的促进情况。在“语言交流”环节,采用“Qwen+Ollama Web UI+本... 结合武汉市江岸区新直街社区规划实践,探索人工智能生成内容技术的文本生成和图像生成等模型在社区规划前、中期工作环节中的具体运用方法,并考察其对于效率创意和公平正义的促进情况。在“语言交流”环节,采用“Qwen+Ollama Web UI+本地专属知识库”的文本生成模型及运行框架,辅助规划设计师回复居民对话、提炼议题观点和实时分析语言情感倾向,促进规划共识达成。在“语言—方案转译”环节,基于“Stable Diffusion—Comfy UI”的图像生成模型及运行界面构建“激发设计灵感”和“优化底图照片”两个工作流,前者将规划共识转化为AI模型理解的提示词语言和相应的空间化参考方案,为设计者提供灵感创意,实现文本生成与图像生成两类模型之间的耦合;后者清理现状照片中前景遮挡要素以形成设计底图。在“方案设计”环节,根据不同居民的设计习惯,搭建“涂抹蒙版改绘”和“涂鸦线条改绘”两类基于现状照片的局部改绘工作流,快速生成具象草图方案。人工智能生成内容技术为社区规划的公众参与工作提供了全新思路和方案,同时该技术的运用需要突破传统的工具主义观念,不断致力于“技术赋权”而非“技术减权”。 展开更多
关键词 人工智能生成内容 参与式规划设计 大语言模型 Stable Diffusion ComfyUI 武汉市
在线阅读 下载PDF
A Cloud-Based Distributed System for Story Visualization Using Stable Diffusion
6
作者 Chuang-Chieh Lin Yung-Shen Huang Shih-Yeh Chen 《Computers, Materials & Continua》 2026年第2期1751-1769,共19页
With the rapid development of generative artificial intelligence(GenAI),the task of story visualization,which transforms natural language narratives into coherent and consistent image sequences,has attracted growing r... With the rapid development of generative artificial intelligence(GenAI),the task of story visualization,which transforms natural language narratives into coherent and consistent image sequences,has attracted growing research attention.However,existing methods still face limitations in balancing multi-frame character consistency and generation efficiency,which restricts their feasibility for large-scale practical applications.To address this issue,this study proposes a modular cloud-based distributed system built on Stable Diffusion.By separating the character generation and story generation processes,and integratingmulti-feature control techniques,a cachingmechanism,and an asynchronous task queue architecture,the system enhances generation efficiency and scalability.The experimental design includes both automated and human evaluations of character consistency,performance testing,and multinode simulation.The results show that the proposed system outperforms the baseline model StoryGen in both CLIP-I and human evaluation metrics.In terms of performance,under the experimental environment of this study,dual-node deployment reduces average waiting time by approximately 19%,while the four-node simulation further reduces it by up to 65%.Overall,this study demonstrates the advantages of cloud-distributed GenAI in maintaining character consistency and reducing generation latency,highlighting its potential value inmulti-user collaborative story visualization applications. 展开更多
关键词 Stable diffusion story visualization generativeAI distributed computing cloud-based system character consistency
在线阅读 下载PDF
AIGC在室内设计中的应用
7
作者 彭时矿 《上海包装》 2026年第1期228-230,共3页
在数字化转型的浪潮中,人工智能生成内容(artificial intelligence generated content,AIGC)正深刻重塑室内设计行业。聚焦AIGC技术在室内设计中的应用,以生成式对抗网络、扩散模型(如Stable Diffusion)、大语言模型(large language mod... 在数字化转型的浪潮中,人工智能生成内容(artificial intelligence generated content,AIGC)正深刻重塑室内设计行业。聚焦AIGC技术在室内设计中的应用,以生成式对抗网络、扩散模型(如Stable Diffusion)、大语言模型(large language model,LLM)及多模态技术为核心,探讨如何通过智能生成、精准控制与高效协作,解决传统设计流程中效率低、个性化不足等问题。解析了AIGC的核心技术原理,构建出“需求分析—概念生成—方案迭代—成果输出”的全流程应用框架,并结合实际案例验证其有效性。通过技术优势与局限性分析,提出未来发展方向,为行业提供可参考的智能化转型路径。研究表明,AIGC技术可显著提升设计效率与创意多样性,但在复杂空间理解与细节处理层面仍须优化。研究成果对推动AIGC与室内设计深度融合具有一定的参考价值。 展开更多
关键词 AIGC 室内设计 Stable Diffusion 人机协作
在线阅读 下载PDF
Wildfire increased summer low flows in snow-dominated watersheds:A combined approach of hydrometric monitoring and geochemical tracing
8
作者 Shixuan Lyu Xiaohua Wei +8 位作者 Ming Qiu Mackenzie Myers Zhaozhi Wang Jinyu Hui Wenhui Yan Tongqing Shen Meirong Sun Shuhui Wang Yiping Hou 《Forest Ecosystems》 2026年第1期200-211,共12页
Forests are experiencing more frequent and intense wildfires in Canada,which pose considerable threats to water quantity and quality,particularly during the summer low-flow period when water demand is high.While the i... Forests are experiencing more frequent and intense wildfires in Canada,which pose considerable threats to water quantity and quality,particularly during the summer low-flow period when water demand is high.While the impacts of wildfire on hydrology have been widely assessed at the watershed scale,the underlying mechanisms of the responses of summer low flows remain poorly understood.In this study,we employed an integrated research framework that combines hydrometric monitoring with geochemical tracing to evaluate how the 2021 White Rock Lake Wildfire affected summer low flows,and to identify the underlying mechanisms governing these responses in the Okanagan Valley,British Columbia(BC),Canada.We found that(1)summer low flows,represented by Q90(flows exceeded at 90%of the time in summer)significantly increased following the wildfire(p<0.05);(2)summer low flows were primarily regulated by snow water in early summer(July),while dominated by groundwater in late summer(August and September);and(3)enhanced snow water contribution and reduced evapotranspiration(ET)were two primary contributors to the increased summer low flows.Our results provide insights for developing sustainable water management strategies for the region in the context of climate change and increasing forest disturbance.This study also demonstrates that the combination of hydrometric monitoring and geochemical tracing is an effective approach towards uncovering mechanisms that drive low-flow responses. 展开更多
关键词 Summer low flows WILDFIRE Water quantity Stable water isotopes Geochemical tracers Okanagan Valley
在线阅读 下载PDF
Water use adaptive strategies for Casuarina tree on a tropical island based on an isotopic technique
9
作者 Linhua Wang Mengxiao Yu +3 位作者 Zhipeng Li Xu Li Juxiu Liu Junhua Yan 《Ecological Frontiers》 2026年第1期178-187,共10页
Water use adaptive strategies for plants on tropical islands are far less clear than those in continental environments,largely because plants in tropical ecosystems are normally exposed to abundant solar energy.Thus,c... Water use adaptive strategies for plants on tropical islands are far less clear than those in continental environments,largely because plants in tropical ecosystems are normally exposed to abundant solar energy.Thus,clarifying the characteristics of water conservation and uptake patterns by plants is critical for understanding the plant water adaptation in tropical ecosystems.To address this issue,we investigated the water retention capacity of litter from the dominant tree species(Casuarina equisetifolia)on a tropical island.Theδ^(2)H andδ^(18)O of the xylem water and soil water under the tree canopy,as well as theδ^(13)C in the needle-like twigs,were measured to explore the water use characteristics.Our findings revealed that the maximum water retention capacity of the litter ranged from 164.14 to 175.21 t/ha,indicating that the Casuarina litter is capable of soil water conservation,thus increasing soil water availability for plants.The major water uptake sources for the Casuarina trees tended to consist of water from shallow soil layers(10-20 cm)at peripheral canopy zones and revealing pronounced spatial heterogeneity.Moreover,compared with those in a continental coastal region,the water use efficiency of Casuarina trees on a tropical island was greater.Our results suggest that the ecological strategies used by Casuarina trees for soil water conservation and water use patterns on tropical island are diverse.Therefore,these findings provide insights into the biophysical effects of vegetation on soil water availability as well as the physiological acclimation strategies adopted by plants in tropical island ecosystems. 展开更多
关键词 Water retention capacity Litter layer Stable isotopes Water use pattern Tropical island
在线阅读 下载PDF
Stable Diffusion AI辅助下基于边缘增强的数字图像优化处理
10
作者 臧德龙 汤陈燕 《兰州文理学院学报(自然科学版)》 2026年第2期45-50,65,共7页
针对传统数字图像优化方法存在的特征表征能力不足等问题,提出一种深度框架下Stable Diffusion AI辅助的数字图像优化处理方法.首先,通过图像归一化、畸变校正两个步骤,完成数字图像的预处理;其次,在深度学习框架下,利用卷积神经网络算... 针对传统数字图像优化方法存在的特征表征能力不足等问题,提出一种深度框架下Stable Diffusion AI辅助的数字图像优化处理方法.首先,通过图像归一化、畸变校正两个步骤,完成数字图像的预处理;其次,在深度学习框架下,利用卷积神经网络算法和注意力机制,提取数字图像特征;然后,利用Stable Diffusion模型消除数字图像噪声,根据提取图像纹理特征,补偿数字图像缺失区域;最后,以提取的数字图像边缘特征为处理对象,针对低频轮廓与高频细节两个部分,实现数字图像边缘特征增强.通过亮度和对比度增强,实现数字图像优化处理.实验结果表明,与传统方法相比,本文方法得到数字图像处理结果的峰值信噪比提高2.87,直方图空白区间比减小0.11,且结构相似性达到96%以上,证明优化设计方法处理性能更优. 展开更多
关键词 深度框架 Stable Diffusion软件 数字图像 图像处理 图像优化
在线阅读 下载PDF
Stable Diffusion扩散机制下白马曹盖面具的风格化迁移研究
11
作者 朱光良 张鑫 《染整技术》 2026年第3期39-42,52,共5页
生成式人工智能的发展以及AI图像生成技术的加速迭代,促进了多模态内容生成模型在参数规模与语义表征能力上的双重突破。其中以Stable Diffusion为代表的扩散模型通过潜空间降噪采样机制与跨模态语义对齐技术,在“文本-图像”跨域生成... 生成式人工智能的发展以及AI图像生成技术的加速迭代,促进了多模态内容生成模型在参数规模与语义表征能力上的双重突破。其中以Stable Diffusion为代表的扩散模型通过潜空间降噪采样机制与跨模态语义对齐技术,在“文本-图像”跨域生成任务中表现出了强大优势。基于此,以Stable Diffusion设计平台为媒,本研究通过风格图片与文本指令的双重引导,对白马曹盖面具进行风格化迁移尝试和图式言语再造,推动曹盖面具视觉形象的多元化展演;通过与文创产业的关联,本研究为曹盖面具视觉符号语义的数字孪生和数字文化资产的创新应用提供协同场景与关联链路。 展开更多
关键词 AI图像生成技术 Stable Diffusion 风格迁移 曹盖面具 服饰设计
在线阅读 下载PDF
Nitrogen and oxygen isotopes in nitrate and nitrite in the polluted surface waters from the Arno River Basin(Central Italy)
12
作者 Lorenzo Chemeri Barbara Nisi +5 位作者 Andrea Pierozzi Jacopo Cabassi Marco Taussi Stefania Venturi Antonio Delgado Huertas Orlando Vaselli 《Journal of Environmental Sciences》 2026年第1期250-262,共13页
The Arno River Basin(Central Italy)is affected by a considerable anthropogenic pressure due to the presence of large cities and widespread industrial and agricultural practices.In this work,26 water samples from the A... The Arno River Basin(Central Italy)is affected by a considerable anthropogenic pressure due to the presence of large cities and widespread industrial and agricultural practices.In this work,26 water samples from the Arno River and its main tributaries were analyzed to assess the water pollution status.The geochemical composition of the Arno River changes from the source(dominated by a Ca-HCO_(3) facies)to the mouth(where a Na-Cl(SO4)chemistry prevails)with an increasing quality deterioration,as suggested by the Chemical Water Quality Index,due to anthropogenic contributions and seawater intrusion before flowing into the Ligurian Sea.The Ombrone and Usciana tributaries introduce anthropogenic pollutants into the Arno River,whilst Elsa tributary supplies significant contents of geogenic sulfate.The concentrations of dissolved nitrate and nitrite(up to 63 and 9 mg/L,respectively)and the respective isotopic values of𝛿15N and𝛿18O were also determined to understand origin and fate of the N-species in the Arno River Basin surface waters.The combined application of𝛿15N-NO_(3) and𝛿18O-NO_(3) and N-source apportionment modelling allowed the identification of soil organic nitrogen and sewage and domestic wastes as primary sources for dissolved NO_(3)-.The𝛿15N-NO_(2) and𝛿18O-NO_(2) values suggest that the nitrification process affects the ARB waters,thus controlling the abundances and proportion of the N-species.Our work indicates that additional efforts are needed to improve management strategies to reduce the release of nitrogenated species to the surface waters of the Arno River Basin,since little progress has been made from the early 2000s. 展开更多
关键词 River geochemistry Water pollution Nitrogen stable isotopes Surface water management Water quality Anthropogenic pollution
原文传递
Novel pulse electrolysis anti-biofouling technology for front-end filter of water-cooled system on offshore largescale wind power platform
13
作者 Xile WEI Liheng WANG +4 位作者 Yi WANG Xiaowen ZHOU Jingyi ZHANG Xiaodong WANG Yingjie CHEN 《Journal of Oceanology and Limnology》 2026年第1期150-159,共10页
Water-cooled system have significantly enhanced the power generation efficiency of offshore wind turbines.However,these innovative systems are susceptible to substantial biological fouling,maintenance challenges,and h... Water-cooled system have significantly enhanced the power generation efficiency of offshore wind turbines.However,these innovative systems are susceptible to substantial biological fouling,maintenance challenges,and high upkeep costs.Therefore,the development of a specialized front-end filter tailored for direct current water-cooled system is importance.This involves the integration of dimensionally stable anode(DSA)and nickel alloy cathode,valued for their corrosion resistance in seawater,into a novel front-end filter system for Water-cooled applications.This system has the dual capability of generating hydrogen and chlorine for self-cleaning purposes.Implementing a flushing pulse electrolysis mode,it effectively mitigates electrode failure induced by cathodic calcium and magnesium deposition,thereby significantly prolonging electrode lifespan.Laboratory tests comprising system assembly and performance evaluations were conducted,with the system programmed to operate for 5 minutes every 24 hours under continuous flushing by natural seawater to simulate real-world conditions.After more than 11 months of continuous flushing,observations reveal that the DSA mesh and nickel alloy mesh maintain intact structural integrity and normal functioning.Subsequent 1꞉1 physical prototype Sea trial further validated the soundness of the system design and electrolytic control parameters. 展开更多
关键词 water-cooled system pulse electrolysis ANTIFOULING dimensionally stable anode(DSA) nickel alloy offshore wind turbine
在线阅读 下载PDF
基于Stable Diffusion的乡村农房造型设计方法与应用研究——以绍兴市笕桥村为例
14
作者 金雷雷 楼瑛浩 刘子琛 《建筑与文化》 2026年第3期269-272,共4页
针对当下乡村农房设计中普遍存在的样板化倾向与个性化、地域化需求之间的矛盾,文章系统探讨了以Stable Diffusion为代表的生成式人工智能工具在乡村农房造型设计中的应用。研究建立了一套相对完整的技术路线,涵盖农房数据收集与处理、... 针对当下乡村农房设计中普遍存在的样板化倾向与个性化、地域化需求之间的矛盾,文章系统探讨了以Stable Diffusion为代表的生成式人工智能工具在乡村农房造型设计中的应用。研究建立了一套相对完整的技术路线,涵盖农房数据收集与处理、专项模型训练及测试、方案生成与迭代、深化设计、落地实施与意见反馈。以浙江省绍兴市笕桥村实践项目为例,验证了该设计方法能够高效生成兼具地方民居风貌与业主个性需求的农房方案,并显著提升了设计效率及风貌契合性。 展开更多
关键词 人工智能生成内容 乡村农房 造型设计 Stable Diffusion
在线阅读 下载PDF
Geochemical Characteristics and Origin of Natural Gas from the Ordovician Middle Gas-bearing Assemblage in the Ordos Basin:A Case Study of the Daniudi Gas Field
15
作者 WU Xiaoqi WANG Ping +5 位作者 LIU Quanyou NI Chunhua ZHANG Yi ZHU Dongya JIA Huichong XIANG Liange 《Acta Geologica Sinica(English Edition)》 2026年第1期188-199,共12页
The Ordovician Majiagou Formation(O1m)in the Ordos Basin is a crucial exploration field for natural gas,and exploration of the Ordovician middle assemblage(O_(1)m_(5)^(5-7))has recently yielded great breakthrough.The ... The Ordovician Majiagou Formation(O1m)in the Ordos Basin is a crucial exploration field for natural gas,and exploration of the Ordovician middle assemblage(O_(1)m_(5)^(5-7))has recently yielded great breakthrough.The Daniudi gas field provides a good case study to determine the gas source for the strata.The O_(1)m_(5)^(5-7)gas displays C1/C1-5 ratios of 0.932-0.985 and CO_(2)contents of 1.56%-11.75%,and the detectable H2S content ranges from 0.0002%to 1.8617%.Theδ^(13)C1,δ^(13)C2,δ^(13)CCO_(2),andδD_(1)values are−39.7‰to−35.6‰,−30.4‰to−23.7‰,−12.4‰to−4.6‰,and−204‰to−185‰,respectively.Identification of the gas origin and source indicates that the gaseous alkanes are commonly coal-derived gas.The gas was generated from the coal measures in the Taiyuan Formation(C_(3t))and subsequently migrated.A small amount of oil-associated gas,mainly from O1m carbonate source rocks,has been incorporated into the gas reservoir.The natural gas has experienced insignificant alteration by thermochemical sulfate reduction,and the relatively high levels of CO_(2)are probably associated with corrosion alteration of carbonate reservoirs by injected fluid during acid fracturing. 展开更多
关键词 geochemical characteristics stable isotopic compositions genetic types thermochemical sulfate reduction gas-source correlation Ordovician Majiagou Formation Daniudi gas field
在线阅读 下载PDF
低秩预训练法(LoRA)在辅助生成式建筑平面设计中的机制研究与流程优化
16
作者 马宜勃 李雪华 《建筑师》 2026年第1期16-22,共7页
随着人机共生理论的持续发展,生成式设计进入迅速发展期并逐渐进入定量研究阶段。本文基于生成式设计快速迭代的背景下,图像训练和对于小样本学习的最新成果,在平面图等专业设计图纸的学习和生成的具体实践。文章重点研究了Stable Diffu... 随着人机共生理论的持续发展,生成式设计进入迅速发展期并逐渐进入定量研究阶段。本文基于生成式设计快速迭代的背景下,图像训练和对于小样本学习的最新成果,在平面图等专业设计图纸的学习和生成的具体实践。文章重点研究了Stable Diffusion内置的LoRA优化技术在平面图领域中的应用,旨在通过生成式设计方法提高设计效率和创新性。通过定向的样本获取与对照训练,对完整的工作流进行了梳理和优化,从原理层面和人机交互层面对相关机制进行了剖析。文章也通过人工评价等方法,结合工作流优化从个性化和人机协作模式等方面对生成式设计技术进行深入讨论。展示了微调技术在AIGC平面这种专业模型生成中的重要作用,也对其在未来定制化的建筑设计提供了新的思路。 展开更多
关键词 LoRA技术 人机共生理论 生成式设计 人工智能 平面设计 Stable Diffusion
原文传递
Li_(7)La_(3)Zr_(2)O_(12)/Polymethacrylate-Based Composite Electrolyte with Hybrid Solid Electrolyte Interphase for Ultra-stable Solid-State Lithium Batteries
17
作者 Tao Li Guohao Zhao +5 位作者 Zhiyi Zhao Yaqi Xu Tianli Wu Dong‑Liang Peng Qingshui Xie Ying Xu 《Nano-Micro Letters》 2026年第6期336-349,共14页
Li_(7)La_(3)Zr_(2)O_(12)-based electrolytes have got great promise for solid-state lithium(Li)metal batteries because of their high elastic modulus and wide electrochemical stability window.However,the insufficient co... Li_(7)La_(3)Zr_(2)O_(12)-based electrolytes have got great promise for solid-state lithium(Li)metal batteries because of their high elastic modulus and wide electrochemical stability window.However,the insufficient contact and heterogeneous Li deposition severely hinder their practical applications.Here,a flexible ternary polymethacrylate(PMA)matrix is designed to incorporate with Ta-doped Li_(7)La_(3)Zr_(2)O_(12)(LLZTO-PMA).The PMA matrix ensures excellent interfacial contact,while the synergistic effects of its polar carbonyl groups and its interaction with LLZTO creating fast interfacial Li^(+)pathways yield a high ionic conductivity of 0.266 mS cm^(-1)at 20℃.Moreover,the interaction between LLZTO and PMA matrix further guides the formation of a hybrid LiF/Li_(3)N-rich solid electrolyte interphase,which allows a fast Li^(+)interfacial kinetic due to its lowered Li^(+)diffusion barrier.Consequently,the LLZTO-PMA electrolyte contributes an ultra-stable Li anode interphase,attaining a lifespan exceeding 10,000 h in symmetric cells and retaining over 96%capacity after 600 cycles in full battery,demonstrating a breakthrough for high-performance solid-state batteries. 展开更多
关键词 LLZTO Ionic conductivity Li_(3)N-LiF hybrid SEI Stable interphase Solid-state Li batteries
在线阅读 下载PDF
Processes of microbial utilization of algal-derived organic carbon and their influence by exogenous organic carbon
18
作者 Yuqing ZHANG Limei SHI +5 位作者 Yuanfeng CAI Min ZHANG Xiaoli SHI Yingxun DU Yaling SU Qinglong L.WU 《Journal of Oceanology and Limnology》 2026年第1期268-283,共16页
In natural aquatic ecosystems,algal-derived organic carbon(AOC)often coexists with exogenous organic carbon(EOC).Microbial utilization of these distinct carbon sources affects carbon flux and transformation in water c... In natural aquatic ecosystems,algal-derived organic carbon(AOC)often coexists with exogenous organic carbon(EOC).Microbial utilization of these distinct carbon sources affects carbon flux and transformation in water column and algal growth.Microcystis blooms significantly increase AOC levels in water,but the microbial transformation process of Microcystis-derived AOC in the presence of EOC remain poorly understood.We conducted a simulated experiment by introducing^(13)C-sodium bicarbonate and^(13)C-glucose as substrates for indoor simulation of non-axenic Microcystis aeruginosa(M.aeruginosa)populations in a sealed system.The microbial transformation processes of AOC and EOC and their effects on M.aeruginosa growth were investigated.Results demonstrated that the addition of glucose accelerated M.aeruginosa growth and significantly increased their biomass.During the experiment,as the particulate organic carbon and nitrogen content increased,the concentrations of CO_(2)and N_(2)O were gradually decreased,while the concentration of CH4 were gradually increased.Significant differences were observed in the microbial processes involved in the uptake of AOC and EOC.Bacteria involved in AOC transformation throughout the growth period were dominated by Proteobacteria,Gemmatimonadota,Actinobacteriota,Bacteroidota,Acidobacteriota,and Firmicutes.The bacteria involved in EOC transformation were dominated by Proteobacteria,Actinobacteriota,Firmicutes,Cyanobacteria,Armatimonadota,and Bacteroidota.Linear discriminant analysis Effect Size(LEfSe)analysis revealed Massilia and Akkermansia as biomarkers involved in AOC transformation,while Ligilactobacillus was associated with EOC transformation.These findings provide valuable insights into the effects of EOC on algae-bacteria interaction,and on the dynamics of carbon and nitrogen cycling among M.aeruginosa and its associated bacteria. 展开更多
关键词 Microcystis aeruginosa associated bacteria algal-derived organic carbon exogenous organic carbon DNA-based stable isotope probing(DNA-SIP)
在线阅读 下载PDF
人工智能对建筑设计工作流程的影响——以南京紫金(白下)科技创业特别社区设计产业园项目为例
19
作者 王涵 吴大江 《城市建筑》 2026年第1期217-220,共4页
本研究以南京颐和路立面改造项目方案设计实践为切入点,初步探讨了生成式人工智能(AI)在建筑方案设计工作流程中的潜在应用。本研究重点分析了Stable Diffusion这一前沿技术工具在建筑领域中的实际运用。通过对其在该项目不同阶段的具... 本研究以南京颐和路立面改造项目方案设计实践为切入点,初步探讨了生成式人工智能(AI)在建筑方案设计工作流程中的潜在应用。本研究重点分析了Stable Diffusion这一前沿技术工具在建筑领域中的实际运用。通过对其在该项目不同阶段的具体部署及其效果进行细致分析,系统地展示了Stable Diffusion如何在多个关键设计环节中发挥作用。这些环节包括概念构思、初步设计、深化细化直至最终方案的确定。本研究旨在揭示生成式人工智能在提升建筑设计效率、拓宽设计思维边界及激发创新设计理念等方面的显著优势。 展开更多
关键词 生成式AI 建筑方案设计 立面改造 Stable Diffusion 建筑设计工作流程
在线阅读 下载PDF
Geochemistry,possible origin and exploration potential of crude oils from Neogene Shawan Formation in the Chepaizi Uplift,Junggar Basin(NW China)based on biomarker recovery method
20
作者 Chen-yu Wang Xiang-chun Chang +4 位作者 You-de Xu Bing-bing Shi Tian-chen Ge Wei-zheng Gao Lei Su 《China Geology》 2026年第1期86-101,共16页
The Neogene Shawan Formation in the Chepaizi Uplift of the Junggar Basin(NW China)has obtained high oil flow,demonstrating a good potential for oil and gas exploration.The multi-source hydrocarbon generation backgroun... The Neogene Shawan Formation in the Chepaizi Uplift of the Junggar Basin(NW China)has obtained high oil flow,demonstrating a good potential for oil and gas exploration.The multi-source hydrocarbon generation background and strong tectonic activity have led to the simultaneous production of heavy oil and light oil from multi-layer in the area,which makes it very difficult to identify oil origins,presently,the hot debate on the oil origins needs to be clarified.In this paper,due to the selective consumption of different types of compounds in crude oils by severe and intense biodegradation,the commonly used oilsource correlation tools are ineffective or may produce misleading results,this study adopted a biomarker recovery method based on the principle of mass conservation that uses the sum of the mass of the residual biomarkers and their corresponding biodegradation products to obtain the mass of the original biomarkers,improving the reliability of oil origins determination.Based on the nature and occurrence of crude oils,the investigated oils are subdivided into three types,Group A,Group B and Group C.Group A,light oils occurred mainly in lower structure Neogene Shawan Formation in the western Chepaizi Uplift,while Group B,heavy oils occurred mainly in higher structure Neogene Shawan Formation in the western Chepaizi Uplift.The two types of crude oils may come from the mixed source of Jurassic Badaowan Formation source rocks(J_(1)b)and Paleogene Anjihaihe Formation source rocks(E_(2-3)a)in the Sikeshu Sag,and Jurassic Badaowan Formation source rocks(J_(1)b)are the main source of crude oils.Group C,heavy oils occurred mainly in Neogene Shawan Formation in the eastern Chepaizi Uplift,showing good correlation with the Permian(P_(1)f and P_(2)w)source rocks in the Shawan Sag.At the same time,by combining stable carbon isotope and parameters related to triaromatic steroids,the accuracy of the oilsource correlation results by biomarker recovery method was further verified. 展开更多
关键词 Biomarker recovery Oil-source correlation Stable carbon isotope Heavy and light oil identify Oil-gas exploration potential Chepaizi Uplift Neogene Shawan Formation Petroleum exploration engineering Junggar Basin
在线阅读 下载PDF
上一页 1 2 91 下一页 到第
使用帮助 返回顶部