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Assessing Stable/Unstable Effects of Socio-economic Development and Climate Change on Ecosystem Service Interactions in the Hanshui River Basin,China
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作者 ZHANG Bowen LIU Dianfeng +2 位作者 ZHENG Liang WANG Ying LI Na 《Chinese Geographical Science》 2025年第5期1201-1216,共16页
Interactions among ecosystem services(ESs)are spatially heterogeneous,shaped by both stable(unidirectional)and unstable(context-dependent)influences of socio-economic development and climate change.These complexities ... Interactions among ecosystem services(ESs)are spatially heterogeneous,shaped by both stable(unidirectional)and unstable(context-dependent)influences of socio-economic development and climate change.These complexities pose significant challenges for spatially adaptive ecosystem management.Ecosystem service bundles(ESBs),as recurring combinations of ESs,offer a valuable framework to capture such interactions.Here,we proposed an integrated analytical framework that combines K-means clustering,the geographical detector(GD)model,and geographically and temporally weighted regression(GTWR)models to evaluate how socio-economic and climatic drivers influence ESBs across space and time.Using Hanshui River Basin(HRB)in central China as a case study,we quantified ES dynamics from 2000 to 2020,identified ESBs and stable and unstable effects of multiple drivers.The results showed that carbon sequestration(CS),water yield(WY),and aesthetic landscape(AL)increased by 32.80%,9.00%,and 7.34%,respectively,while soil retention(SR)and food supply(FS)declined by 8.38%and 5.36%.Five distinct ESBs were identified,namely ecologically fragile bundle(EFB),agricultural production bundle(APB),water supply bundle(WSB),forest ecological bundle(FEB),and ecological conservation bundle(ECB).Among these,FEB expanded to more than 35.75%of the HRB,and APB exhibited the sharpest decline(-28.64%).Land use intensity(LUI)was the primary driver of the spatial heterogeneity of ESBs,while synergistic and nonlinear interactions among multiple factors increasingly amplified their effects over time.Notably,annual precipitation(AP)emerged as the only stable basin-scale driver,consistently enhancing ES performance,while gross domestic product(GDP)and normalized difference vegetation index(NDVI)had stable yet spatially differentiated effects across bundles.Our findings highlight the significance of distinguishing stable/unstable driver effects on ES dynamics to inform regionally adaptive ecosystem governance.The proposed framework provides valuable insights into ES interactions,identify spatial priorities,and support policy interventions that balance ecological conservation with socio-economic development. 展开更多
关键词 ecosystem services(ESs) ecosystem service bundles(ESBs) stable/unstable effects spatial heterogeneity targeted ecological management Hanshui River Basin(HRB) Chi
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Comparative efficacy of cementless bipolar hemiarthroplasty and proximal femoral nail anti-rotation in unstable intertrochanteric fractures:A meta-analysis
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作者 Ahmed Mohamed Yousif Mohamed Monzir Salih +10 位作者 Mugahid Mohamed Ayman E Abbas Maysara Elsiddig Moaz Osama Omar Mazin Abdelsalam Basil Elhag Nujud Mohamed Souzan Hassan Eisa Ahmed Samah Ahmed Duaa Mohamed Deena Omar 《World Journal of Orthopedics》 2025年第7期134-145,共12页
BACKGROUND Unstable intertrochanteric fractures in elderly patients require effective surgical management,with both cementless bipolar hemiarthroplasty(CBHA)and proximal femoral nail anti-rotation(PFNA)being valid tre... BACKGROUND Unstable intertrochanteric fractures in elderly patients require effective surgical management,with both cementless bipolar hemiarthroplasty(CBHA)and proximal femoral nail anti-rotation(PFNA)being valid treatment options to reduce morbidity and mortality.AIM To evaluate and compare the outcomes of CBHA and PFNA in treatment of unstable intertrochanteric fractures.METHODS A comprehensive search was conducted to identify relevant studies discussing the outcomes of using both CBH and PFNA in treatment of unstable intertrochanteric fractures.Studies published up to January 1,2025 were searched across multiple databases,including PubMed,EMBASE,Scopus,Web of Science,Cochrane Library,and Google Scholar.Full texts of the selected articles were retrieved,reviewed,and independently assessed by the investigators.Discrepancies were resolved by consensus,with any remaining disagreements being arbitrated by a third author.RESULTS This meta-analysis included three studies,all of which were retrospective,involving a total of 240 patients.The follow-up period for participants was at least 12 months.CBHA was associated with significantly higher blood loss compared to PFNA[mean differences(MD):129.14,95%CI(52.51,205.77),P=0.001],though heterogeneity was high(I²=97%).Operative time showed no significant difference initially[MD:6.10,95%CI(-13.34,25.54),P=0.54],but after excluding one study,BHA had longer operative times[MD:21.51,95%CI(18.60,24.41),P<0.00001].Hospital stay and Harris scores showed no significant differences between groups.CBHA facilitated faster progression to weight-bearing[MD:-11.92,95%CI(-22.46,-1.39),P=0.03]and a lower incidence of prosthetic loosening[risk ratio:0.21,95%CI(0.05,0.92),P=0.04].Refracture and thrombus formation rates were comparable between the two groups.CONCLUSION CBHA offers shorter weight-bearing duration and reduced prosthetic loosening but incurs greater blood loss and longer operative times compared to PFNA.Both techniques show comparable functional recovery,hospital stay,refracture,and thrombus risks.Clinical choice should prioritize early mobilization or surgical minimalism,guided by patient needs.Further prospective studies are warranted. 展开更多
关键词 Cementless bipolar hemiarthroplasty Proximal femoral nail anti-rotation unstable intertrochanteric fractures META-ANALYSIS unstable Functional outcomes FFNA
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Association of Decreased Fecal Microbiota Akkermansia with Increased High-Sensitivity C-Reactive Protein Levels in Patients with Unstable Angina
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作者 Yuan-fan Yuan Ji-yu Zhang +11 位作者 Jia-hao Xu Xin-yi Xia Miao Yu Ling-feng Zha De-sheng Hu Wei-min Wang Chao-long Wang Qing Wang Chen Chen Zhi-lei Shan Fen Yang Xiang Cheng 《Current Medical Science》 2025年第3期494-505,共12页
Background and Objective Inflammation plays a pivotal role in the progression of coronary artery disease(CAD).High-sensitivity C-reactive protein(hsCRP)serves as a well-established biomarker for assessing cardiovascul... Background and Objective Inflammation plays a pivotal role in the progression of coronary artery disease(CAD).High-sensitivity C-reactive protein(hsCRP)serves as a well-established biomarker for assessing cardiovascular inflammation risk.However,the specific intestinal microbiota alteration contributing to increased inflammation remains unclear.Therefore,the present study investigated the correlation between the intestinal microbiota and inflammation in patients with unstable angina(UA).Methods A cohort of 92 patients with UA was recruited for this study.The plasma hsCRP level was measured via a CardioPhase hsCRP assay,fecal samples were collected after admission,and 16S rRNA sequencing was conducted to identify the fecal microbial profile.The participants were classified into two groups according to the median hsCRP level(1.11 mg/L).The composition of the fecal microbiota was compared between patients with hsCRP≥1.11 mg/L and those with hsCRP<1.11 mg/L.Additionally,the correlations between the fecal microbiota and clinical characteristics were analyzed.Results A notable reduction in the relative abundance of Akkermansia was observed in patients with hsCRP≥1.11 mg/L,whereas the diversity of the fecal microbiota was not significantly different between patients with hsCRP≥1.11 mg/L and those with hsCRP<1.11 mg/L.Furthermore,the abundance of Akkermansia was negatively correlated with hsCRP levels.Conclusion This study suggested a significant association between decreased levels of Akkermansia and inflammatory risk in patients with UA.These findings underscore the potential role of the intestinal microbiota in contributing to inflammation in UA patients.Further work is needed on the mechanism by which the microbiota contributes to inflammatory risk. 展开更多
关键词 unstable angina Inflammation risk High-sensitivity C-reactive protein Fecal microbiota Akkermansia
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Study on the Clinical Effect of Percutaneous Vertebroplasty in the Treatment of Old Unstable Osteoporotic Spinal Fractures
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作者 Hanpeng Zhang Jiaming Zhang +2 位作者 Shaosong Sun Yajing Wang Fei Gao 《Journal of Clinical and Nursing Research》 2025年第2期108-113,共6页
Objective:To evaluate and analyze the actual efficacy of percutaneous vertebroplasty in the treatment of old unstable osteoporotic spinal fractures.Methods:From March 2023 to March 2024,46 patients with old unstable o... Objective:To evaluate and analyze the actual efficacy of percutaneous vertebroplasty in the treatment of old unstable osteoporotic spinal fractures.Methods:From March 2023 to March 2024,46 patients with old unstable osteoporotic spinal fractures in our hospital were included in this study.They were divided into the conventional group and the observation group based on treatment differences,with 23 patients in each group.The conventional group received conservative drug therapy,while the observation group underwent percutaneous vertebroplasty.The following indicators were compared and analyzed between the two groups:clinical treatment effect and improvement in physical function indicators.Results:The treatment efficiency of the observation group was 95.65%(22/23),while that of the conventional group was 69.57%(16/23).There was a significant difference between the groups,and the treatment effect of the observation group was significantly better(P<0.05).After treatment,the scores of physical status,daily living ability,functional independence,and life obstacles in the observation group were(89.33±4.08),(88.72±4.08),(90.41±2.89),(72.35±3.22),respectively,while those in the conventional group were(68.54±4.21),(67.42±4.11),(73.48±2.75),(72.35±3.22).There was a significant difference between the groups,and the improvement in physical function indicators in the observation group was more pronounced(P<0.05).Conclusion:For patients with old unstable osteoporotic spinal fractures,the basic value of percutaneous vertebroplasty is significant.It can not only improve clinical efficacy and safety but also promote the gradual recovery of patients'physical function indicators.It is recommended for clinical reference and practical application. 展开更多
关键词 Old unstable osteoporotic spinal fractures Percutaneous vertebroplasty Treatment effect
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Factors that influence long term instrumentation stability in patients with unstable thoracolumbar injuries
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作者 Andrey E Bokov Svetlana Y Kalinina +3 位作者 Daria A Kulagina Kseniia S Lopyrina Vladimir V Klinshov Anatolii A Bulkin 《World Journal of Orthopedics》 2025年第8期93-102,共10页
BACKGROUND Pedicle screw fixation is frequently used to treat unstable thoracolumbar injuries;however,the rate of instrumentation failure remains considerable.The primary contributing factor leading to instrumentation... BACKGROUND Pedicle screw fixation is frequently used to treat unstable thoracolumbar injuries;however,the rate of instrumentation failure remains considerable.The primary contributing factor leading to instrumentation failure is poor bone quality.On the other hand,some evidence suggests that surgical tactics can influence long-term instrumentation stability.AIM To assess factors that influence the stability of spinal instrumentation in patients with thoracolumbar injuries.METHODS This study is a non-randomized single center ambispective evaluation of 204 consecutive patients(117 men;87 women)with unstable thoracolumbar injuries.All patients underwent either stand-alone or combined with anterior column reconstruction instrumentation.In cases with spinal cord and nerve root injuries,either posterior or anterior decompression were performed.Patients with pedicle screw loosening were identified via computed tomography imaging.Out of those,cases with clinically significant instrumentation failure were registered.RESULTS The rate of pedicle screw loosening detected by computed tomography was inversely correlated with bone radiodensity figures and an increased association with the number of instrumented levels,residual kyphotic deformity,laminectomy,and lumbosacral fixation.Intermediate screws and anterior reconstruction were associated with a clinically relevant decreased risk of pedicle screw loosening development.Either complete or partial posterior fusion within instrumented levels was capable of decreasing instrumentation failure risk,while extensive decompression with laminectomy and at least one-level total facetectomy were associated with an increased risk of instrumentation failure.Anterior decompression does not have a negative impact on instrumentation stability.CONCLUSION Intermediate screws,anterior reconstruction and posterior tension band preservation are associated with decreased rates of instrumentation instability development.Posterior fusion is beneficial in terms of instrumentation failure prevention. 展开更多
关键词 Instrumentation stability unstable thoracolumbar injuries Pedicle screw loosening Anterior reconstruction Posterior decompression
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Clinical Efficacy and Mechanism of Qinjin Tablet in Treating Unstable Angina with Phlegm-Stasis Syndrome Based on the HDL-C/MMP-9 Signaling Axis
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作者 Yuan WANG Jingru GAO Hongjun ZHU 《Medicinal Plant》 2025年第6期49-53,63,共6页
[Objectives]To explore the clinical efficacy of Qinjin Tablet in treating unstable angina with phlegm-stasis syndrome and preliminarily explore its intervention mechanism.[Methods]Sixty unstable angina patients with p... [Objectives]To explore the clinical efficacy of Qinjin Tablet in treating unstable angina with phlegm-stasis syndrome and preliminarily explore its intervention mechanism.[Methods]Sixty unstable angina patients with phlegm-stasis syndrome were randomly divided into a treatment group and a control group(30 each).The control group received standardized Western medicine treatment,while the treatment group also took Qinjin Tablet.After a 4-week treatment,comparisons were made on improvement of angina symptoms,TCM syndrome scores,blood stasis scores,reduction/cessation of short-acting anti-angina drugs,Seattle Angina Questionnaire(SAQ)scores,blood lipid levels,and matrix metalloproteinase-9(MMP-9)concentrations between the two groups.[Results]No statistical differences existed in baseline data like age,gender,and disease duration between the two groups(P>0.05).The treatment group showed significantly better efficacy than the control group in improving angina symptoms,TCM syndrome scores,blood stasis scores,and reduction or discontinuation of short-acting anti-anginal drugs(P<0.05).The SAQ score increase was more significant in the treatment group(P<0.05).The control group significantly reduced low-density lipoprotein cholesterol(LDL-C)(P<0.05),while the treatment group markedly increased high-density lipoprotein cholesterol(HDL-C)(P<0.05).Post-treatment,the treatment group had a marked reduction in serum MMP-9(P<0.05),with no significant change in the control group.[Conclusions]Qinjin Tablet can significantly alleviate clinical symptoms and improve quality of life in UA patients by modulating the HDL-C/MMP-9 signaling pathway. 展开更多
关键词 Qinjin Tablet unstable angina Phlegm-stasis interlocking syndrome High-density lipoprotein cholesterol Matrix metalloproteinase-9
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A numerical study of the three-dimensional flow field with convectively unstable processes
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作者 Qian CAO Changming DONG +5 位作者 Xiaoqian GAO Haili WANG Kenny Thiam Choy LIM KAM SIAN Xiaojie LU Yuli LIU Changshui XIA 《Journal of Oceanology and Limnology》 2025年第4期1056-1074,共19页
Convectively unstable processes caused by dense water subsidence are common occurrences in high-latitude oceanic regions,and significantly modulate mass and heat transport and mixing processes in the ocean.An idealize... Convectively unstable processes caused by dense water subsidence are common occurrences in high-latitude oceanic regions,and significantly modulate mass and heat transport and mixing processes in the ocean.An idealized numerical experiment using the large eddy simulation method was conducted to analyze the three-dimensional flow field structure and the mechanism for dense water subsidence.Specifically,a negative salt flux is set at the sea surface,in which salt flux enters the sea surface to simulate the icing and salting-out phenomena that occur at high latitudes.Results show that the mean-state 3D flow field of dense water subsidence exhibits a hollow conical distribution.The horizontal flow field is characterized by a cyclonic vortex that driven primarily by the pressure gradient and influenced by the Coriolis effect.Moreover,the inverse vertical pressure gradient generated by this vortex inhibits the sinking of the plume,leading to its off-axis deflection and the development of an anticyclonic precession.In addition,the impact of rotation on the structure of a sinking plume within a stratified environment is discussed.Both horizontal vortex intensity and cone angle of the hollow cone flow field are increased with increasing rotation rate,resulting in a decrease in the plume’s maximum sinking depth.Variances in rotation direction cause the horizontal vortex and sinking plumes of dense water in the northern and southern hemispheres to rotate in opposite directions. 展开更多
关键词 convectively unstable process 3D flow field large eddy simulation(LES) rotation rate
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Nonlinear Control for Unstable Networked Plants in the Presence of Actuator and Sensor Limitations Using Robust Right Coprime Factorization
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作者 Yuanhong Xu Mingcong Deng 《IEEE/CAA Journal of Automatica Sinica》 2025年第3期516-527,共12页
In this paper,a nonlinear control approach for an unstable networked plant in the presence of actuator and sensor limitations using robust right coprime factorization is proposed.The actuator is limited by upper and l... In this paper,a nonlinear control approach for an unstable networked plant in the presence of actuator and sensor limitations using robust right coprime factorization is proposed.The actuator is limited by upper and lower constraints and the sensor in the feedback loop is subjected to network-induced unknown time-varying delay and noise.With this nonlinear control method,we first employ right coprime factorization based on isomorphism and operator theory to factorize the plant,so that bounded input bounded output(BIBO)stability can be guaranteed.Next,continuous-time generalized predictive control(CGPC)is utilized for the unstable operator of the right coprime factorized plant to guarantee inner stability and enables the closed-loop dynamics of the system with predictive characteristics.Meanwhile,a second-Do F(degrees of freedom)switched controller that satisfies a perturbed Bezout identity and a robustness condition is designed.By using the CGPC controller that possesses predictive behavior and the second-Do F switched stabilizer,the overall stability of the plant subjected to actuator limitations is guaranteed.To address sensor limitations that exist in networked plants in the form of delay and noise which often cause system performance degradation,we implement an identity operator definition in the feedback loop to compensate for these adverse effects.Further,a pre-operator is designed to ensure that the plant output tracks the reference input.Finally,the effectiveness of the proposed design scheme is demonstrated by simulations. 展开更多
关键词 Actuator and sensor limitations identity operator definition network-induced limitations robust right coprime factorization unstable plant
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Singular Points, Closed Orbits, Stable Manifolds and Unstable Manifolds of Second Order Autonomous Birkhoff Systems 被引量:1
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作者 陈向炜 梅凤翔 《Journal of Beijing Institute of Technology》 EI CAS 1998年第4期330-336,共7页
Aim To study singular points, closed orbits, stable manifolds and unstable manifolds of a second order autonomous Birkhoff system. Methods Qualitative methods of ordinary differential equation were used. Results and ... Aim To study singular points, closed orbits, stable manifolds and unstable manifolds of a second order autonomous Birkhoff system. Methods Qualitative methods of ordinary differential equation were used. Results and Conclusion The criteria for singular points, closed orbits and hyperbolic equilibrium points of a second order autonomous Birkhoff system are given. Moreover the stability of equilibria, stable manifolds and unstable manifolds are obtained. 展开更多
关键词 Birkhoff system singular point closed orbit stable manifold unstable manifold
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A method for prediction of unstable deformation in hot forging process by simulation
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作者 鲁世强 李鑫 +2 位作者 王克鲁 刘诗彪 傅铭旺 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第12期3739-3747,共9页
A method is proposed for prediction of the unstable deformation in hot forging process using both the determined thermomechnical parameter windows of the unstable deformation zones and finite element simulation. Takin... A method is proposed for prediction of the unstable deformation in hot forging process using both the determined thermomechnical parameter windows of the unstable deformation zones and finite element simulation. Taking Ti-6.5Al-3.5Mo-1.5Zr-0.3Si alloy as the testing material, the thermomechnical parameter windows of the unstable deformation zones for the Ti-alloy are integrated into a commercial finite element simulation software platform. The distribution and variation of the unstable deformation zones of the alloy in hot compression process are simulated and predicted using the tailor-made finite element codes in the finite element platform. The simulation results tally with the physical experiments and the proposed method for simulation and prediction of the unstable deformation is thus verified and its efficiency is validated. 展开更多
关键词 instability map unstable deformation instability deformation simulation Ti-6.5Al-3.5Mo-1.5Zr-0.3Si titanium alloy
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Oscillation of Unstable Second Order Neutral Differential Equations with Positive and Negative Coefficients
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作者 徐继军 《Chinese Quarterly Journal of Mathematics》 CSCD 2000年第3期72-75,共4页
This paper discusses a class of unstable second order neutral differential equations with positive and negative coeffcients. Sufficient conditions for all bounded solutions of the equations to be oscillatory are obtai... This paper discusses a class of unstable second order neutral differential equations with positive and negative coeffcients. Sufficient conditions for all bounded solutions of the equations to be oscillatory are obtained. 展开更多
关键词 neutral equation unstable OSCILLATION
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Stable Diffusion AI辅助下基于边缘增强的数字图像优化处理
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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
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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
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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
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Stable Diffusion扩散机制下白马曹盖面具的风格化迁移研究
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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
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A Cloud-Based Distributed System for Story Visualization Using Stable Diffusion
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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
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Li_(7)La_(3)Zr_(2)O_(12)/Polymethacrylate-Based Composite Electrolyte with Hybrid Solid Electrolyte Interphase for Ultra-stable Solid-State Lithium Batteries
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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
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Realizing Stable Zigzag Polymeric Nitrogen Chains in P-N Compounds
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作者 Chengfeng Zhang Guo Chen +2 位作者 Yanfeng Zhang Jie Zhang Xianlong Wang 《Chinese Physics Letters》 2026年第3期316-330,共15页
The zigzag nitrogen chain,similar to the Ch-N structure,has long been considered as a potential high-energy-density structure.However,all the previously predicted zigzag N-chain structures,similar to Ch-N,exhibited im... The zigzag nitrogen chain,similar to the Ch-N structure,has long been considered as a potential high-energy-density structure.However,all the previously predicted zigzag N-chain structures,similar to Ch-N,exhibited imaginary frequencies in their phonon spectra at 0 GPa.Here,we conducted a systematic investigation of P-N compounds using first-principles calculations,uncovering a series of structurally similar stable phases,C2/m-PN_(x)(x=6,8,10,12,and 14),in which N forms zigzag N chains similar to those in Ch-N.In P-N compounds,the longest zigzag N-chain,which can theoretically remain stable under ambient pressure,is the N-chain composed of 14 N atoms in C2/m-PN14.If the N-chain continues to grow,imaginary interchain vibrational frequencies arise in the system.Notably,N chains with an even number of atoms were more likely to be energetically favorable.The five C2/m-PN_(x) phases and one metastable phase(R-PN_(6))exhibited remarkable stability and excellent detonability at ambient pressure,indicating that they are promising candidates for high-energy-density materials.In addition,R-PN_(6) was the first structure to stabilize the N_(6) ring through covalent bonding,with the covalent network contributing to its high hardness(47.59 GPa). 展开更多
关键词 p n compounds phonon spectra imaginary frequencies high energy density materials zigzag n chains zigzag nitrogen chainsimilar stable zigzag polymeric nitrogen chains first principles calculations
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What are the best Salvia miltiorrhiza injection classes for treatment of unstable angina pectoris? A systematic review and network Meta-analysis 被引量:12
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作者 Liu Shi Wu Jiarui +1 位作者 Zhang Dan Tan Di 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2018年第3期321-338,共18页
OBJECTIVE: To undertake a systematic review and network meta-analysis(NMA) to compare the effectiveness among the different regimens of Salvia miltiorrhiza injection classes(SMICs) for unstable angina pectoris(UAP) tr... OBJECTIVE: To undertake a systematic review and network meta-analysis(NMA) to compare the effectiveness among the different regimens of Salvia miltiorrhiza injection classes(SMICs) for unstable angina pectoris(UAP) treatment.METHODS: A systematic retrieval was conducted in several literature databases to identify randomized controlled trials focusing on the different regimens of SMICs for UAP treatment until January2016. The quality assessment was accomplished according to the Cochrane risk of bias tool. Pair-wise meta-analyses were carried out by Rev Man 5.3. A random-effects model of NMA was used to compare the different regimens of SMICs with regard to efficacy by STATA 13.0.RESULTS: A total of 111 studies involving 10 500patients were included in the NMA. The methodological quality of included studies was not high.Current evidence shows that salvianolate(SI) is the optimal treatment for UAP in improving the total efficacy against UAP. Guanxingning(GXN) is the optimal treatment for UAP for improving the total effectiveness of electrocardiography.CONCLUSION: SMICs have advantages in preventing cardiovascular events. GXN, SI, and Danhong had the greatest probability of being the best treatment in the total efficacy against UAP and for improving the total effectiveness of electrocardiography. 展开更多
关键词 SALVIA miltiorrhiza ANGINA unstable Re-view Network META-ANALYSIS
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Identifying Metabolite and Protein Biomarkers in Unstable Angina In-patients by Feature Selection Based Data Mining Method 被引量:8
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作者 SHI Cheng-he ZHAO Hui-hui +8 位作者 HOU Na CHEN Jian-xin SHI Qi XU Xue-gong WANG Juan ZHENG Cheng-long ZHAO Ling-yan YANG Yi WANG Wei 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2011年第1期87-93,共7页
Unstable angina(UA) is the most dangerous type of Coronary Heart Disease(CHD) to cause more and more mortal and morbid world wide. Identification of biomarkers for UA at the level of proteomics and metabolomics is... Unstable angina(UA) is the most dangerous type of Coronary Heart Disease(CHD) to cause more and more mortal and morbid world wide. Identification of biomarkers for UA at the level of proteomics and metabolomics is a better avenue to understand the inner mechanism of it. Feature selection based data mining method is better suited to identify biomarkers of UA. In this study, we carried out clinical epidemiology to collect plasmas of UA in-patients and controls. Proteomics and metabolomics data were obtained via two-dimensional difference gel electrophoresis and gas chromatography techniques. We presented a novel computational strategy to select biomarkers as few as possible for UA in the two groups of data. Firstly, decision tree was used to select biomarkers for UA and 3-fold cross validation was used to evaluate computational performanees for the three methods. Alternatively, we combined inde- pendent t test and classification based data mining method as well as backward elimination technique to select, as few as possible, protein and metabolite biomarkers with best classification performances. By the method, we selected 6 proteins and 5 metabolites for UA. The novel method presented here provides a better insight into the pathology of a disease. 展开更多
关键词 BIOMARKER Metabolomics PROTEOME Feature selection Data mining unstable angina
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MmWave Beamforming for UAV Communications with Unstable Beam Pointing 被引量:8
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作者 Weizhi Zhong Lei Xu +2 位作者 Qiuming Zhu Xiaomin Chen Jianjiang Zhou 《China Communications》 SCIE CSCD 2019年第1期37-46,共10页
Millimeter wave(mmWave) communications of unmanned aerial vehicles(UAVs) have drawn dramatic attentions for its flexibility on a variety of applications.Recently,channel tracking base on the spatial features has been ... Millimeter wave(mmWave) communications of unmanned aerial vehicles(UAVs) have drawn dramatic attentions for its flexibility on a variety of applications.Recently,channel tracking base on the spatial features has been proposed to solve the problem of beam misalignments due to the UAV navigation.However,unstable beam pointing caused by the non-ideal beam tracking environment may impact the performance of mmWave systems significantly.In this paper,an improved beamforming method is presented to overcome this shortcoming.Firstly,the effect of the beam deviation is analyzed through the establishment of the equivalent data rate.Then,combining the quantification of spatial angle and the improved orthogonal matching pursuit(OMP) algorithm,an optimized beam corresponding to the beam deviation is obtained.Simulation results show that the optimized beam of the proposed approach can effectively improve the spectral efficiency without improving the complexity when the beam pointing is unstable. 展开更多
关键词 UAV COMMUNICATIONS mmWave BEAMFORMING unstable BEAM POINTING BEAM tracking orthogonal matching pursuit(OMP)
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