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Application and Expansion of the Patent Open License:An Analytical Framework Through the Lens of Diffusion of Innovations Theory
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作者 JIANG Jianxiang ZHU Yuanwei 《Frontiers of Law in China-Selected Publications from Chinese Universities》 2025年第3期318-335,共18页
With the amendments to the Detailed Rules for the Implementation of the Patent Law of the People's Republic of China and the Guidelines for Patent Examination,China's patent open license system has been fully ... With the amendments to the Detailed Rules for the Implementation of the Patent Law of the People's Republic of China and the Guidelines for Patent Examination,China's patent open license system has been fully implemented.The two-year pilot programs have garnered valuable insights into addressing patent royalty pricing,platform operations,and reduction and exemption in annual fees within the patent open license system.From the perspective of diffusion of innovations theory,innovation attributes serve as a key criterion for evaluating the market value of patent open license.The diversified and dynamic innovation attributes lead patentees to adopt pricing models,either algorithmbased pricing or flexible pricing.Mass media and face-to-face interaction channels function as primary vehicles for innovation diffusion through open license information platforms.Specifically,efficient pairing of supply and demand can be done through novel algorithmic matching mechanisms.Furthermore,user feedback modules and real-life engagement strategies can be integrated to facilitate homogeneous communication,enhancing potential licensees'recognition of the patent open license system.Innovation adoption theory suggests that public policy incentives for patentees should target early adopters with higher risk tolerance rather than apply universally.This indicates that,in terms of the reduction and exemption in annual fees,a degressive structure achieves greater incentive efficacy in early stages compared to fixed-amount reduction and exemption.In later phases,it enables systematic pruning of valueless of patent open licenses,yielding superior overall cost-benefit outcomes. 展开更多
关键词 patent open license patent transformation ROYALTY diffusion of innovations innovation incentives
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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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LogDiffusion:一种基于扩散概率模型的岩性识别方法 被引量:1
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作者 赵逢达 韩滋民 +2 位作者 付晓飞 章蓬伟 李贤善 《地球物理学进展》 北大核心 2025年第1期106-120,共15页
岩性识别是油气资源勘查开发过程中的关键步骤之一.目前,利用深度学习技术进行测井岩性识别能够显著提高识别速度和准确率,然而,由于测井数据集经常存在数据量不足和岩性类别分布不均衡等问题,神经网络在训练过程中容易出现过拟合现象,... 岩性识别是油气资源勘查开发过程中的关键步骤之一.目前,利用深度学习技术进行测井岩性识别能够显著提高识别速度和准确率,然而,由于测井数据集经常存在数据量不足和岩性类别分布不均衡等问题,神经网络在训练过程中容易出现过拟合现象,导致模型的准确率降低.为了解决这些问题,本文提出一种基于扩散概率模型的岩性识别模型LogDiffusion,该模型能够生成高质量的测井数据并用于训练,从而提升岩性识别的分类准确率.在传统的扩散概率模型的基础上,考虑到测井数据的一维结构,本文设计了一种用于估计梯度的分数网络FT-Unet,并提出了一种辅助分类器FT-Transformer以获取准确的岩性标签.此外,还提出了一种基于阈值的动态标签机制以提高采样算法的准确性.在两个小样本盲井测井数据集上的实验结果表明,该方法能够一定程度上解决测井数据集数据量不足和岩性类别分布不均衡的问题,从而提升岩性识别的准确率和精度. 展开更多
关键词 岩性识别 数据增强 深度学习 扩散概率模型
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Stable Diffusion在设计类专业教学中的应用——以三维设计软件应用课程为例
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作者 刘凇麟 杨蕾颖 +2 位作者 危威 李健僖 张馨 《昆明冶金高等专科学校学报》 2025年第4期119-124,共6页
随着人工智能技术的快速发展,Stable Diffusion作为一种先进的图像生成和扩散模型,在设计领域中显现出巨大的应用潜力。通过Stable Diffusion在三维设计软件应用课程中的具体应用案例,结合课程目标和内容,分析其在提升教学质量、激发学... 随着人工智能技术的快速发展,Stable Diffusion作为一种先进的图像生成和扩散模型,在设计领域中显现出巨大的应用潜力。通过Stable Diffusion在三维设计软件应用课程中的具体应用案例,结合课程目标和内容,分析其在提升教学质量、激发学生创意和拓展设计思维方面的作用,符合当今教育和技术发展的趋势。通过实际教学,证明AI融入教学,能够有效提高学生学习兴趣和参与度、增强设计作品多样性和创新性;同时,对传统设计类教学也提出了挑战。提出了新的教学内容和应用建议,为艺术设计教育的发展提供了新的思路和方法。 展开更多
关键词 Stablediffusion模型 设计类专业 教学
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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:2
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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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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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Novel mechanism of the grain boundary diffusion process with Tb based on the discovery of TbFe_(2) phase 被引量:1
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作者 Wendi Zhang Zilong Wang +5 位作者 Xiaojun Sun Weibin Cui Haijun Peng Wenlong Yan Yang Luo Dunbo Yu 《Journal of Materials Science & Technology》 2025年第11期120-129,共10页
The grain boundary diffusion process(GBDP)has proven to be an effective method for enhancing the coercivity of sintered Nd-Fe-B magnets.However,the limited diffusion depth and thicker shell struc-ture have impeded the... The grain boundary diffusion process(GBDP)has proven to be an effective method for enhancing the coercivity of sintered Nd-Fe-B magnets.However,the limited diffusion depth and thicker shell struc-ture have impeded the further development of magnetic properties.Currently,the primary debates re-garding the mechanism of GBDP with Tb revolve around the dissolution-solidification mechanism and the atomic substitution mechanism.To clarify this mechanism,the microstructure evolution of sintered Nd-Fe-B magnets during the heating process of GBDP has been systematically studied by quenching at different tem peratures.In this study,it was found that the formation of TbFe_(2) phase is related to the dis-solution of _(2)Fe_(14)B grains during GBDP with Tb.The theory of mixing heat and phase separation further confirms that the Nd_(2)Fe_(14)B phase dissolves to form a mixed phase of Nd and TbFe_(2),which then solidifies into the(Nd,Tb)_(2)Fe_(14)B phase.Based on the discovery of the TbFe_(2) phase,the dissolution-solidification mechanism is considered the primary mechanism for GBDP.This is supported by the elemental content of the two typical core-shell structures observed. 展开更多
关键词 Grain boundary diffusion process TbFe_(2)phase Dissolution-solidification mechanism Core-shell structure The theory of mixing heat and phase separation
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基于频域注意力Diffusion Transformer的SAR舰船图像生成技术
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作者 黄文宇 熊刚 +1 位作者 舒汀 郁文贤 《现代雷达》 北大核心 2025年第11期52-57,共6页
目前,基于生成对抗网络的合成孔径雷达(SAR)图像生成方法受限于训练过程中的固有不稳定性,而基于扩散模型的方法仍主要依赖于传统的U-Net骨干网络。文中提出了一种新颖的扩散模型架构——SpectDiT,旨在实现高质量的SAR图像生成。该模型... 目前,基于生成对抗网络的合成孔径雷达(SAR)图像生成方法受限于训练过程中的固有不稳定性,而基于扩散模型的方法仍主要依赖于传统的U-Net骨干网络。文中提出了一种新颖的扩散模型架构——SpectDiT,旨在实现高质量的SAR图像生成。该模型将频谱层与Transformer注意力层相结合,在扩散过程中引入频域特征建模,从而进一步提升SAR图像的质量与真实性。与传统的去噪扩散概率模型及基于全注意力Transformer的扩散Transformer相比,SpectDiT在SAR图像生成任务中表现更为优越,尤其在峰值信噪比、结构相似度和感知图像块相似度等指标上取得了新的最优性能。值得注意的是,SpectDiT具备灵活的架构设计,可通过调整频谱层与注意力层的比例来适应不同的生成任务。作为一种新的扩散模型骨干网络,SpectDiT为SAR图像合成开辟了新的方向,具备拓展至其他领域图像生成任务的潜力。 展开更多
关键词 去噪扩散概率模型 扩散Transformer 合成孔径雷达图像生成 频域学习
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Medical Image Encryption Based on Fisher-Yates Scrambling and Filter Diffusion 被引量:1
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作者 HUANG Jiacin GUO Yali +1 位作者 GAO Ruoyun LI Shanshan 《Journal of Shanghai Jiaotong university(Science)》 2025年第1期136-152,共17页
A medical image encryption is proposed based on the Fisher-Yates scrambling,filter diffusion and S-box substitution.First,chaotic sequence associated with the plaintext is generated by logistic-sine-cosine system,whic... A medical image encryption is proposed based on the Fisher-Yates scrambling,filter diffusion and S-box substitution.First,chaotic sequence associated with the plaintext is generated by logistic-sine-cosine system,which is used for the scrambling,substitution and diffusion processes.The three-dimensional Fisher-Yates scrambling,S-box substitution and diffusion are employed for the first round of encryption.The chaotic sequence is adopted for secondary encryption to scramble the ciphertext obtained in the first round.Then,three-dimensional filter is applied to diffusion for further useful information hiding.The key to the algorithm is generated by the combination of hash value of plaintext image and the input parameters.It improves resisting ability of plaintext attacks.The security analysis shows that the algorithm is effective and efficient.It can resist common attacks.In addition,the good diffusion effect shows that the scheme can solve the differential attacks encountered in the transmission of medical images and has positive implications for future research. 展开更多
关键词 medical image encryption Fisher-Yates scrambling three-dimensional filter diffusion bidirectional diffusion S-box substitution
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Influence of Al,Cu and Mn additions on diffusion behaviors in CoCrFeNi high-entropy alloys 被引量:1
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作者 Juan CHEN Zhen-zhong ZHANG +1 位作者 Jin-kun XIAO Li-jun ZHANG 《Transactions of Nonferrous Metals Society of China》 2025年第1期184-193,共10页
The interdiffusion coefficients in Al_(0.2)CoCrFeNi,CoCrCu_(0.2)FeNi,and CoCrFeMn_(0.2)Ni high-entropy alloys were efficiently determined by combining diffusion couple experiments and high-throughput determination of ... The interdiffusion coefficients in Al_(0.2)CoCrFeNi,CoCrCu_(0.2)FeNi,and CoCrFeMn_(0.2)Ni high-entropy alloys were efficiently determined by combining diffusion couple experiments and high-throughput determination of interdiffusion coefficients(HitDIC)software at 1273−1373 K.The results show that the addition of Al,Cu,and Mn to CoCrFeNi high-entropy alloys promotes the diffusion of Co,Cr,and Fe atoms.The comparison of tracer diffusion coefficients indicates that there is no sluggish diffusion in tracer diffusion on the thermodynamic temperature scale for the present Al_(0.2)CoCrFeNi,CoCrCu_(0.2)FeNi,and CoCrFeMn_(0.2)Ni high-entropy alloys.The linear relationship between diffusion entropy and activation energy reveals that the diffusion process of atoms is unaffected by an increase in the number of components as long as the crystal structure remains unchanged. 展开更多
关键词 Co−Cr−Fe−Ni high-entropy alloy diffusion interdiffusivity diffusion couple
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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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Nursing interventions based on Snyder’s hope theory for depression following percutaneous coronary interventions:A clinical study 被引量:3
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作者 Xiao Wang Hai-Feng Song Si-Min Zhang 《World Journal of Psychiatry》 2025年第2期33-40,共8页
BACKGROUND Patients with depression following coronary heart disease often exhibit insufficient psychological resilience and self-care abilities;therefore,emphasis must be placed on nursing interventions.AIM To analyz... BACKGROUND Patients with depression following coronary heart disease often exhibit insufficient psychological resilience and self-care abilities;therefore,emphasis must be placed on nursing interventions.AIM To analyze the application value of problem-oriented education combined with nursing interventions based on the Snyder hope theory model in depressed patients after percutaneous coronary intervention(PCI).METHODS This study included 150 patients diagnosed with PCI postoperative depression because of coronary heart disease between February 2022 and February 2024.Participants were divided into two groups:A control group(n=75)receiving problem-oriented education and an observation group(n=75)receiving combined nursing interventions based on the Snyder hope theory model.Depression status,psychological resilience,self-care ability,and quality of life were compared between the two groups.RESULTS Before nursing interventions,there were no significant differences between the two groups(P>0.05).After the interventions,depression scores decreased while psychological resilience,self-care ability,and quality of life scores increased significantly in the observation group compared to that in the control group,with statistically significant differences noted(P<0.05).This combined approach can enhance psychological resilience,improve self-care abilities,and elevate the overall quality of life,warranting further promotion in clinical practice.CONCLUSION Combination of problem-oriented education and nursing interventions based on the Snyder hope theory model effectively alleviates depression in patients following PCI for coronary heart disease. 展开更多
关键词 Problem-oriented education Snyder hope theory model Coronary heart disease DEPRESSION Psychological resilience Self-care ability
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Utility and influence mechanism of densification modulation on grain boundary diffusion in NdFeB magnets 被引量:1
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作者 San'gen Luo Munan Yang +4 位作者 Shuwei Zhong Sajjad Ur Rehman Jiajie Li Xiaoqiang Yu Bin Yang 《Journal of Rare Earths》 2025年第3期569-577,I0006,共10页
Grain boundary diffusion technology is pivotal in the preparation of high-performance NdFeB magnets.This study investigates the factors that affect the efficiency of grain boundary diffusion,starting from the properti... Grain boundary diffusion technology is pivotal in the preparation of high-performance NdFeB magnets.This study investigates the factors that affect the efficiency of grain boundary diffusion,starting from the properties of the diffusion matrix.Through the adjustment of the sintering process,we effectively prepared magnets with varied densities that serve as the matrix for grain boundary diffusion with TbH,diffusion.The mobility characteristics of the Nd-rich phase during the densification stage are leveraged to ensure a more extensive distribution of heavy rare earth elements within the magnets.According to the experimental results,the increase in coercivity of low-density magnets after diffusion is significantly greater than that of relatively high-density magnets.The coercivity values measured are 805.32 kA/m for low-density magnets and 470.3 kA/m for high-density magnets.Additionally,grain boundary diffusion notably enhances the density of initial low-density magnets,addressing the issue of low density during the sintering stage.Before the diffusion treatment,the Nd-rich phases primarily concentrate at the triangular grain boundaries,resulting in an increased number of cavity defects in the magnets.These cavity defects contain atoms in a higher energy state,making them more prone to transition.Consequently,the diffusion activation energy at the void defects is lower than the intracrystalline diffusion activation energy,accelerating atom diffusion.The presence of larger cavities also provides more space for atom migration,thereby promoting the diffusion process.After the diffusion treatment,the proportion of bulk Nd-rich phases significantly decreases,and they infiltrate between the grains to fill the cavity defects,forming continuous fine grain boundaries.Based on these observations,the study aims to explore how to utilize this information to develop an efficient technique for grain boundary diffusion. 展开更多
关键词 NdFeB magnets DENSITY Grain boundary diffusion Defect utility Rare earths
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Diffusion-based generative drug-like molecular editing with chemical natural language 被引量:1
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作者 Jianmin Wang Peng Zhou +6 位作者 Zixu Wang Wei Long Yangyang Chen Kyoung Tai No Dongsheng Ouyang Jiashun Mao Xiangxiang Zeng 《Journal of Pharmaceutical Analysis》 2025年第6期1215-1225,共11页
Recently,diffusion models have emerged as a promising paradigm for molecular design and optimization.However,most diffusion-based molecular generative models focus on modeling 2D graphs or 3D geom-etries,with limited ... Recently,diffusion models have emerged as a promising paradigm for molecular design and optimization.However,most diffusion-based molecular generative models focus on modeling 2D graphs or 3D geom-etries,with limited research on molecular sequence diffusion models.The International Union of Pure and Applied Chemistry(IUPAC)names are more akin to chemical natural language than the simplified molecular input line entry system(SMILES)for organic compounds.In this work,we apply an IUPAC-guided conditional diffusion model to facilitate molecular editing from chemical natural language to chemical language(SMILES)and explore whether the pre-trained generative performance of diffusion models can be transferred to chemical natural language.We propose DiffIUPAC,a controllable molecular editing diffusion model that converts IUPAC names to SMILES strings.Evaluation results demonstrate that our model out-performs existing methods and successfully captures the semantic rules of both chemical languages.Chemical space and scaffold analysis show that the model can generate similar compounds with diverse scaffolds within the specified constraints.Additionally,to illustrate the model’s applicability in drug design,we conducted case studies in functional group editing,analogue design and linker design. 展开更多
关键词 diffusion model IUPAC Molecular generative model Chemical natural language Transformer
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Electric-assisted diffusion bonding of Al_(0.3)CoCrFeNi high-entropy alloys:mechanisms and properties 被引量:1
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作者 Mengchun Fu Jia Yang +3 位作者 Jinze Lyu Panpan Lin Tiesong Lin Peng He 《China Welding》 2025年第1期1-11,共11页
The excellent irradiation resistance,high strength and plasticity exhibited by high-entropy alloys(HEAs)make it candidate for engin-eering applications.Diffusion bonding of Al_(0.3)CoCrFeNi single-phase HEAs was carri... The excellent irradiation resistance,high strength and plasticity exhibited by high-entropy alloys(HEAs)make it candidate for engin-eering applications.Diffusion bonding of Al_(0.3)CoCrFeNi single-phase HEAs was carried out using electric-assisted diffusion bonding(EADB),and the effect of bonding temperature on the evolution of the interfacial microstructure and the mechanical properties was investigated.The results indicate that as the bonding temperature increases,the pores at the interface gradually decrease in size and undergo closure.The electric current significantly promotes the pore closure mechanism dominated by plastic deformation at the diffusion interface and promotes the recrystallisation behavior at the interface,and the fracture mode changes from intergranular fracture at the interface to jagged fracture along the grains spanning the weld parent material.Due to the activation effect of EADB,higher-strength diffusion bonding of high-entropy alloys can be achieved at the same temperature compared with the conventional hot-pressure diffusion bonding(HPDB)process. 展开更多
关键词 High-entropy alloys Electric-assisted diffusion bonding Bonding mechanism Interfacial pore closure Shear strength
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Estimation of Chloride Diffusivity in Hydrated Tricalcium Silicate Using a Hydration-Diffusion Integrated Method
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作者 WANG Xin SHEN Dejian +2 位作者 TAO Sijie LIU Ruixin WU Shengxing 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2025年第1期49-64,共16页
This study aims to develop a chloride diffusion simulation method that considers the hydration microstructure and pore solution properties during the hydration of tricalcium silicate(C3S).The method combines the hydra... This study aims to develop a chloride diffusion simulation method that considers the hydration microstructure and pore solution properties during the hydration of tricalcium silicate(C3S).The method combines the hydration simulation,thermodynamic calculation,and finite element analysis to examine the effects of pore solution,including effect of electrochemical potential,effect of chemical activity,and effect of mechanical interactions between ions,on the chloride effective diffusion coefficient of hydrated C3S paste.The results indicate that the effect of electrochemical potential on chloride diffusion becomes stronger with increasing hydration age due to the increase in the content of hydrated calcium silicate;as the hydration age increases,the effect of chemical activity on chloride diffusion weakens when the number of diffusible elements decreases;the effect of mechanical interactions between ions on chloride diffusion decreases with the increase of hydration age. 展开更多
关键词 tricalcium silicate simulation method chloride diffusion coefficient pore solution
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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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On the Lebesgue Integral and the Lebesgue Measure: Mathematical Applications in Some Sectors of Chern-Simons Theory and Yang-Mills Gauge Theory and Mathematical Connections with Some Sectors of String Theory and Number Theory
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作者 Michele Nardelli 《Journal of Modern Physics》 2025年第1期93-132,共40页
In this paper, in Section 1, we have described some equations and theorems concerning the Lebesgue integral and the Lebesgue measure. In Section 2, we have described the possible mathematical applications, of Lebesgue... In this paper, in Section 1, we have described some equations and theorems concerning the Lebesgue integral and the Lebesgue measure. In Section 2, we have described the possible mathematical applications, of Lebesgue integration, in some equations concerning various sectors of Chern-Simons theory and Yang-Mills gauge theory, precisely the two dimensional quantum Yang-Mills theory. In conclusion, in Section 3, we have described also the possible mathematical connections with some sectors of String Theory and Number Theory, principally with some equations concerning the Ramanujan’s modular equations that are related to the physical vibrations of the bosonic strings and of the superstrings, some Ramanujan’s identities concerning π and the zeta strings. 展开更多
关键词 Lebesgue Integral Chern-Simons theory Yang-Mills Gauge theory String theory Number theory
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Galerkin-Vlasov approach for bending analysis of flexoelectric doubly-curved sandwich nanoshells with piezoelectric/FGP/piezoelectric layers using the nonlocal strain theory 被引量:1
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作者 Tran Van Ke Do Van Thom +2 位作者 Nguyen Thai Dung Nguyen Van Chinh Phung Van Minh 《Acta Mechanica Sinica》 2025年第2期7-40,共34页
Flexoelectricity refers to the link between electrical polarization and strain gradient fields in piezoelectric materials,particularly at the nano-scale.The present investigation aims to comprehensively focus on the s... Flexoelectricity refers to the link between electrical polarization and strain gradient fields in piezoelectric materials,particularly at the nano-scale.The present investigation aims to comprehensively focus on the static bending analysis of a piezoelectric sandwich functionally graded porous(FGP)double-curved shallow nanoshell based on the flexoelectric effect and nonlocal strain gradient theory.Two coefficients that reduce or increase the stiffness of the nanoshell,including nonlocal and length-scale parameters,are considered to change along the nanoshell thickness direction,and three different porosity rules are novel points in this study.The nanoshell structure is placed on a Pasternak elastic foundation and is made up of three separate layers of material.The outermost layers consist of piezoelectric smart material with flexoelectric effects,while the core layer is composed of FGP material.Hamilton’s principle was used in conjunction with a unique refined higher-order shear deformation theory to derive general equilibrium equations that provide more precise outcomes.The Navier and Galerkin-Vlasov methodology is used to get the static bending characteristics of nanoshells that have various boundary conditions.The program’s correctness is assessed by comparison with published dependable findings in specific instances of the model described in the article.In addition,the influence of parameters such as flexoelectric effect,nonlocal and length scale parameters,elastic foundation stiffness coefficient,porosity coefficient,and boundary conditions on the static bending response of the nanoshell is detected and comprehensively studied.The findings of this study have practical implications for the efficient design and control of comparable systems,such as micro-electromechanical and nano-electromechanical devices. 展开更多
关键词 Analytical solution Flexoelectric effect Nonlocal strain gradient theory Static bending of nanoshell
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Effect of Grain Refinement on Grain Boundary Diffusion Process and Magnetic Properties of Sintered NdFeB Magnets
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作者 Wang Mei Liu Weiming +8 位作者 Peng Buzhuang Wang Qian Wang Fei Zhang Yumeng Gu Xiaoqian Wang Qi Xiao Guiyong Liu Yan Zhu Xinde 《稀有金属材料与工程》 北大核心 2025年第11期2768-2776,共9页
Three types of NdFeB magnets with the same composition and different grain sizes were prepared,and then the grain boundary diffusion was conducted using metal Tb under the same technical parameters.The effect of grain... Three types of NdFeB magnets with the same composition and different grain sizes were prepared,and then the grain boundary diffusion was conducted using metal Tb under the same technical parameters.The effect of grain size on the grain boundary diffusion process and properties of sintered NdFeB magnets was investigated.The diffusion process was assessed using X-ray diffractometer,field emission scanning electron microscope,and electron probe microanalyzer.The magnetic properties of the magnet before and after diffusion were investigated.The results show that the grain refinement of the magnet leads to higher Tb utilization efficiency and results in higher coercivity at different temperatures.It can be attributed to the formation of a deeper and more complete core-shell structure,resulting in better magnetic isolation and higher anisotropy of the Nd_(2)Fe_(14)B grains.This work may shed light on developing high coercivity with low heavy rare earth elements through grain refinement. 展开更多
关键词 sintered NdFeB magnets grain refinement grain boundary diffusion COERCIVITY
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