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Enhancement of coercivity and thermal stability for Nd-Fe-B sintered magnets by diffusing Dy-Co-M(M=Cu,Al)alloys
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作者 Qing Li Shuai Cao +7 位作者 Yuhao Li Pan Jing Xiangming Lu Kehan Ren Shengzhi Dong Shuai Guo Renjie Chen Aru Yan 《Journal of Rare Earths》 2025年第5期971-980,共10页
Commercial N52 sintered NdFeB magnets were processed by grain boundary diffusion(GBD)with Dy-Co-M(M=Cu,AI)alloys.The coercivity of magnets greatly increase to 17.62 and 18.83 kOe respectively when diffusing Dy_(58)Co_... Commercial N52 sintered NdFeB magnets were processed by grain boundary diffusion(GBD)with Dy-Co-M(M=Cu,AI)alloys.The coercivity of magnets greatly increase to 17.62 and 18.83 kOe respectively when diffusing Dy_(58)Co_(25)Cu_(17)and Dy_(58)Co_(25)Al_(17)alloys,which are obviously higher than that of Dy58Co42GBD-treated magnet with 16.64 kOe,Further thermal stability studies indicate that the thermal stability of Dy_(58)Co_(25)Cu_(17)and Dy_(58)Co_(25)Al_(17)GBD-treated magnets is further improved compared to the Dy58Co42GBD-treated magnet The results show that th e temperature coefficients of remanence(20-120℃)are reduced from-0.148%/℃to-0.134%/℃and-0.132%/℃by Dy_(58)Co_(25)Cu_(17)and Dy_(58)Co_(25)Al_(17)GBD-treatment,respectively.Besides,the irreversible magnetic flux losses(120℃)for Dy_(58)Co_(25)Cu_(17)and Dy_(58)Co_(25)Al_(17)diffusion magnets are 4.76%and 2.79%,respectively.Microstructural analyses demonstrate that the presence of Cu and Al elements reduces the excessive accumulation of Dy and Co on the surface in the diffusion magnets an d improves the diffusion depth and utilization of Dy and Co.Furthermore,the flow of Co from the triple junction phase to the thin grain boundary phase is promoted,which contributes to the uniform distribution of Co.In addition,the dynamic evolution of the magnetic domain structure during the temperature rise process was studied.This work provides insight into the preparation of high-performance and high-thermal stability magnets. 展开更多
关键词 Nd-Fe-B sintered magnets Grain boundary diffusion Thermal stability Magnetic domain Rare earths
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Sustained low diffusing capacity in hepatopulmonary syndrome after liver transplantation 被引量:6
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作者 Graciela Martínez-Pallí Federico P Gómez +5 位作者 Joan A Barberà Miquel Navasa Josep Roca Robert Rodríguez-Roisin Felip Burgos Conchi Gistau 《World Journal of Gastroenterology》 SCIE CAS CSCD 2006年第36期5878-5883,共6页
AIM: To study the presence of sustained low diffusing capacity (DLco) after liver transplantation (LT) in patients with hepatopulmonary syndrome (HPS). METHODS: Six patients with mild-to-severe HPS and 24 with... AIM: To study the presence of sustained low diffusing capacity (DLco) after liver transplantation (LT) in patients with hepatopulmonary syndrome (HPS). METHODS: Six patients with mild-to-severe HPS and 24 without HPS who underwent LT were prospectively followed before and after LT at mid-term (median, 15 mo). HPS patients were also assessed at Iong-tem (median, 86 mo). RESULTS: Before LT, HPS patients showed lower PaO2 (71 ± 8 mmHg), higher AaPO2 (43 ± 10 mmHg) and lower DLco (54% ± 9% predicted), due to a combination of moderate-to-severe ventilation-perfusion (VA/Q) imbalance, mild shunt and diffusion limitation, than non- HPS patients (94 ± 4 mmHg and 19 ± 3 mmHg, and 85% ± 3% predicted, respectively) (P 〈 0.05 each). Seven non-HPS patients had also reduced DLco (70% ± 4% predicted). At mid- and long-term after LT, compared to pre- LT, HPS patients normalized PaO2 (91 ± 3 mmHg and 87 ± 5 mmHg), AaPO2 (14 ± 3 mmHg and 23 ± 5 mmHg) and all VA/Q descriptors (P 〈 0.05 each) without changes in DLco (53% ± 8% and 56% ± 7% predicted, respectively). Post-LT DLco in non-HPS patients with pre- LT low DLco was unchanged (75% ± 6% predicted). CONCLUSION: While complete VA/Q resolution in HPS indicates a reversible functional disturbance, sustained low DLco after LT also present in some non-HPS patients, points to persistence of sub-clinical liver-induced pulmonary vascular changes. 展开更多
关键词 Carbon monoxide diffusing capacity Multiple inert gas elimination technique Pulmonary gas exchange Pulmonary vascular disorders Ventilation- perfusion relationships
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A New Approach for Evaluating Rejuvenator Diffusing into Aged Bitumen 被引量:3
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作者 况栋梁 余剑英 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2011年第1期43-46,共4页
Rejuvenator diffusing into aged bitumen was evaluated by determining penetration and chemical components of aged bitumen with rejuvenator coat before and after diffusing experiment. Effects of temperature, time and vi... Rejuvenator diffusing into aged bitumen was evaluated by determining penetration and chemical components of aged bitumen with rejuvenator coat before and after diffusing experiment. Effects of temperature, time and viscosity of rejuvenator on the diffusing ability of rejuvenator into aged bitumen were investigated. Results indicated that the diffusing ability of rejuvenator into aged bitumen could be enhanced with the increasing of temperature and time, however, the diffusing of rejuvenator into aged bitumen would be restricted due to the volatilization of light component and aging of rejuvenator under high temperature (over 170 ℃). Rejuvenator with low viscosity diffused into aged bitumen more easily. 展开更多
关键词 BITUMEN AGING rejuvenator diffusing
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Temperature and Flow Rate Control of Diffusing Chamber
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作者 Yongbo Lai Guoping Lu Zhiwei Wang 《World Journal of Engineering and Technology》 2017年第1期58-76,共19页
The temperature and flow rate control of diffusing chamber is one of the key technologies in the production of poly-crystal silicon thin film. As there exist some modeling uncertainties and errors in the actual system... The temperature and flow rate control of diffusing chamber is one of the key technologies in the production of poly-crystal silicon thin film. As there exist some modeling uncertainties and errors in the actual system, it is difficult to guarantee the chamber variable temperature conditions and the flow rate of diffusion gas being controlled within its targeted range in the rapid thermal processing (RTP). In this paper, the control applies the programmable logic controller (PLC) to configure control hardware system, proposes expert proportional integral derivative (PID) control method to regulate the gas flow rate and H∞ control strategy to attenuate chamber modeling uncertainties and disturbances, respectively, to steer the chamber rapid variable temperature very close to the expected product temperatures. Furthermore, it designs human-machine integrated user control interface (HMI) and achieves rapid and accurately control performances for user operating production. The designed control system are simulated and tested in the application, which demonstrates that the control method has strong robustness when the modeling uncertainties, errors, parameters perturbation and disturbances, the temperature and flow rate meet the requirements of precisely trajectory following. 展开更多
关键词 diffusing CHAMBER PLC HARDWARE Configuring EXPERT PID CONTROL H∞ CONTROL HMI
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Dynamics of Nano-Chain Diffusing in Porous Media
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作者 陈江星 郑强 +2 位作者 黄春云 徐江荣 应和平 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第6期199-203,共5页
A coarse-grained model is proposed to study the dynamics of a nano-chain diffusing in porous media. The simulation utilizes a hybrid method which combines stochastic rotation dynamics with molecular dynamics. Solvent ... A coarse-grained model is proposed to study the dynamics of a nano-chain diffusing in porous media. The simulation utilizes a hybrid method which combines stochastic rotation dynamics with molecular dynamics. Solvent molecules are explicitly taken into account to represent the hydrodynamic interactions and random fluctuations. The conformation, relaxation, and diffusion properties of a polymer chain are investigated by changing the density degree of the obstacle matrix. It is found that the average size of the chain is a non- monotonic function of the obstacle volume faction Ф. A dense environment may contribute to extending a linear chain, which can be characterized by larger exponents in the corresponding power law. The relaxation behavior of a stretched chain to a steady state shows dramatic crossover from exponent to power-law relaxation when the values of φ are increased. The dependence of the diffusion coefficient on the chain size is also studied. Various kinds of scaling properties are presented and discussed. The results can give additional insight into the density effect of porous media on polymer structure and dynamics. 展开更多
关键词 Dynamics of Nano-Chain diffusing in Porous Media
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Computational Studies on Detecting a Diffusing Target in a Square Region by a Stationary or Moving Searcher
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作者 Hongyun Wang Hong Zhou 《American Journal of Operations Research》 2015年第2期47-68,共22页
In this paper, we compute the non-detection probability of a randomly moving target by a stationary or moving searcher in a square search region. We find that when the searcher is stationary, the decay rate of the non... In this paper, we compute the non-detection probability of a randomly moving target by a stationary or moving searcher in a square search region. We find that when the searcher is stationary, the decay rate of the non-detection probability achieves the maximum value when the searcher is fixed at the center of the square search region;when both the searcher and the target diffuse with significant diffusion coefficients, the decay rate of the non-detection probability only depends on the sum of the diffusion coefficients of the target and searcher. When the searcher moves along prescribed deterministic tracks, our study shows that the fastest decay of the non-detection probability is achieved when the searcher scans horizontally and vertically. 展开更多
关键词 diffusing TARGET Non-Detection PROBABILITY SEARCH Theory Optimal SEARCH Path
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A diffusion model for solute atoms diffusing and aggregating in nuclear structural materials
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作者 宋泉 孟繁新 +2 位作者 宁博元 庄军 宁西京 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第12期432-438,共7页
In nuclear structural materials, the nuclear irradiations induce the precipitations of soluble elements or produce the insoluble elements such as He atoms that may form clusters, heavily shortening the service life-ti... In nuclear structural materials, the nuclear irradiations induce the precipitations of soluble elements or produce the insoluble elements such as He atoms that may form clusters, heavily shortening the service life-times of the materials. In the present work, a diffusion model is developed to predict where and how fast the solute atoms (either soluble or insoluble) aggregate, and this model is applied to the study of the formation and growth of He bubbles in metal tritides (PdT0.6, ErT2, NbT0.0225, VT0.5, TaT0.097, TiT1.5, ZrT1.6) within one thousand days. The results are in good agreement with the available experimental observations and suggest that searching for metals with a barrier of more than 1.1 eV for a single He atom diffusion and making more defects in metal tritides can significantly reduce the growth of He bubbles and extend the service time of the metals. 展开更多
关键词 atomistic modeling diffusion growth metal tritides nucleation and growth helium bubble
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Absorption Rate into a Small Sphere for a Diffusing Particle Confined in a Large Sphere
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作者 Hongyun Wang Hong Zhou 《Applied Mathematics》 2016年第7期709-720,共12页
We study the problem of a diffusing particle confined in a large sphere in the n-dimensional space being absorbed into a small sphere at the center. We first non-dimensionalize the problem using the radius of large co... We study the problem of a diffusing particle confined in a large sphere in the n-dimensional space being absorbed into a small sphere at the center. We first non-dimensionalize the problem using the radius of large confining sphere as the spatial scale and the square of the spatial scale divided by the diffusion coefficient as the time scale. The non-dimensional normalized absorption rate is the product of the physical absorption rate and the time scale. We derive asymptotic expansions for the normalized absorption rate using the inverse iteration method. The small parameter in the asymptotic expansions is the ratio of the small sphere radius to the large sphere radius. In particular, we observe that, to the leading order, the normalized absorption rate is proportional to the (n - 2)-th power of the small parameter for . 展开更多
关键词 Diffusion Equation Brownian Diffusion Asymptotic Solutions Absorption Rate
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Performance Analysis of Optical Wireless Communication System Employing Neuro-Fuzzy Based Spot-Diffusing Techniques
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作者 Shamim Al Mamun M. Shamim Kaiser +2 位作者 Muhammad R Ahmed Md. Shafiqul Islam Md. Imdadul Islam 《Communications and Network》 2013年第3期260-265,共6页
The spot-diffusing technique provides better performance compared to conventional diffuse system for indoor optical-wireless communication (OWC) system. In this paper, the performance of an OW spot-diffusing communica... The spot-diffusing technique provides better performance compared to conventional diffuse system for indoor optical-wireless communication (OWC) system. In this paper, the performance of an OW spot-diffusing communication system using Neuro-Fuzzy (NF) adaptive multi-beam transmitter configuration has been proposed. The multi-beam transmitter generates multiple spots pointed in different directions, hence, forming a matrix of diffusing spots based on position of the receiver and receiver mobility. Regardless of the position of the transmitter and receiver, NF controller target the spots adaptively at the best locations and allocates optimal power to the spots and beam angle are adapted in order to achieve better signal-to-noise plus interference ratio (SNIR). Maximum ratio combining (MRC) is used in the imaging receiver. The proposed OW spot-diffusing communication system is compared with other spot-beam diffusion methods proposed in literature. Performance evaluation revels that the proposed NF based OW spot-diffusing communication system outperforms other spot-beam diffusion methods. 展开更多
关键词 Optical-wireless Communication SPOT Diffusion Technique NEURO-FUZZY Imaging RECEIVER Adaptive Power ALLOCATION
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基于生成式人工智能的耀州青瓷传统牡丹纹饰构建与再塑研究 被引量:1
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作者 钦松 刘宝骏 +1 位作者 白晓波 刘俊玲 《包装工程》 北大核心 2025年第18期380-389,共10页
目的探究一种基于生成式人工智能技术拓展耀州青瓷传统牡丹纹饰的工作流程和设计方式。方法以耀州青瓷传统牡丹纹饰为研究对象,通过搭建多模型组合流程,对其进行数据整理、标签锚定和训练优化。使用生成式人工智能技术来获得特定风格牡... 目的探究一种基于生成式人工智能技术拓展耀州青瓷传统牡丹纹饰的工作流程和设计方式。方法以耀州青瓷传统牡丹纹饰为研究对象,通过搭建多模型组合流程,对其进行数据整理、标签锚定和训练优化。使用生成式人工智能技术来获得特定风格牡丹纹饰的智能生成方法,从而拓宽传统耀州青瓷牡丹纹饰样本数量,为设计师再创造提供海量素材。结果采用LoRA模型训练方式,仅需少量样本即可将耀州青瓷传统牡丹纹饰特征在Stable Diffusion中重现。结论在数智高速发展的背景下,该方式不仅符合新时代发展和满足独立知识产权的需要,而且为中国其他历史名窑的数字化传承提供了良好的可借鉴思路和方法。 展开更多
关键词 生成式人工智能 耀州青瓷传统牡丹纹饰 LoRA模型 Stable Diffusion
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基于AIGC技术下圈椅数字化修复应用研究 被引量:4
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作者 牛晓霆 刘祥源 《家具与室内装饰》 北大核心 2025年第3期9-15,共7页
自2022年以来,人工智能技术浪潮方兴未艾,也为中国传统家具技艺的保护与传承提供了新的思路。中国传统家具作为特定时期历史见证,具有重要的历史、文化以及艺术价值。同时家具与人们的生活密切相关,是一种大众化的实用器具,日常使用频繁... 自2022年以来,人工智能技术浪潮方兴未艾,也为中国传统家具技艺的保护与传承提供了新的思路。中国传统家具作为特定时期历史见证,具有重要的历史、文化以及艺术价值。同时家具与人们的生活密切相关,是一种大众化的实用器具,日常使用频繁,加之一些不可抗力因素,导致了大量的带有珍贵信息的传统家具受到了损害。旨在探索AIGC技术在传统家具数字化修复中新的路径,首先梳理了近几年利用AI技术在非物质文化遗产领域的保护应用,以经典传统家具圈椅为修复对象,研究其造型、结构、用材、装饰等可辨识特征构法,又对残损的圈椅样本进行残损分析研究。其次对存世经典圈椅进行系统化数字化采集和处理,建立一个LoRA模型训练的数据集。随后成功训练出可识别圈椅特征的微调LoRA模型,并搭建了一个数字化修复的节点式工作流,成功修复了圈椅缺失的结构,并进行了自定义场景的搭建与展示。通过一系列的技术应用与实践,进而形成了一套基于AIGC技术的高效率数字化修复流程,探讨了AIGC技术下数字化修复的程序与路径,为传统家具与数字化技术的融合提供了新的途径。 展开更多
关键词 AIGC 圈椅 数字化修复 LoRA Stable Diffusion
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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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基于SD-LoRA模型的西兰卡普纹样智能生成研究
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作者 吴卫 丁雨欣 李芷仪 《包装工程》 北大核心 2025年第16期360-371,430,共13页
目的传承保护和创新发展土家族非物质文化遗产--西兰卡普传统织锦工艺,助力解决传统手工艺风格复原难、图案创新效率低等问题。方法提出一种通过LoRA模型微调Stable Diffusion的智能生成方法,通过对西兰卡普图纹形象、构成布局、色彩运... 目的传承保护和创新发展土家族非物质文化遗产--西兰卡普传统织锦工艺,助力解决传统手工艺风格复原难、图案创新效率低等问题。方法提出一种通过LoRA模型微调Stable Diffusion的智能生成方法,通过对西兰卡普图纹形象、构成布局、色彩运用三大特征维度的深度解析,构建精标数据集,并利用LoRA模型对Stable Diffusion进行精准微调,以完成少样本风格迁移实验。结果通过艺术与技术的结合,不仅实现了西兰卡普风格的精确捕捉与复现,还完成了高质量图案的智能生成。结论在西兰卡普的特征提取与智能生成方面,通过现代设计方法与智能生成技术的深度融合,使其在顺应现代发展趋势、完成活态传承任务的同时,为同类研究提供了创新性的思路与方法。 展开更多
关键词 西兰卡普 Stable Diffusion LoRA 少样本风格迁移 智能生成
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基于AIGC技术的民族服饰设计研究——以畲族为例 被引量:7
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作者 吴海鸣 陈敬玉 《丝绸》 CAS 北大核心 2025年第1期20-29,共10页
民族服饰的当代创新需要在创作过程中寻求民族传统与现代审美的最佳平衡点,生成式人工智能(AIGC)技术的出现为民族服饰的当代设计应用提供了新的路径和方法。文章通过分析目前人工智能技术在民族服饰生成过程中遇到的问题,提出基于专属... 民族服饰的当代创新需要在创作过程中寻求民族传统与现代审美的最佳平衡点,生成式人工智能(AIGC)技术的出现为民族服饰的当代设计应用提供了新的路径和方法。文章通过分析目前人工智能技术在民族服饰生成过程中遇到的问题,提出基于专属资源库模型训练的方法并以畲族服饰为例进行实验。实验表明,通过对畲族资源库中的服饰样本进行品类归纳和图像标注进行专属模型的训练,可以使被训练的模型理解、学习到资源库样本中畲族服饰的特征,进而使生成的内容具有畲族服饰风格的图像。通过这一实验,展示了人工智能技术给民族服饰创新设计带来的全新思路和方法,旨在建立一条民族服饰设计与AIGC技术相结合的创新实践路径,通过AIGC技术能促进民族服饰设计的创新性发展和创造性转化。 展开更多
关键词 AIGC 民族服饰 辅助设计 畲族 Stable Diffusion Low-Rank Adaptation CHECKPOINTS
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AI大模型在公共图书馆少儿读者服务中的创新应用探索 被引量:3
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作者 周向成 周江纯 +4 位作者 施泽昊 蔡文杰 蔡丹丹 郭涵 吴颖 《信息与管理研究》 2025年第1期46-54,共9页
公共图书馆可部署开源的AI大模型,为读者提供有趣且易用的AI体验应用。上海图书馆利用Stable Diffusion技术二次开发了用户友好的文生图大模型工具,并举办活动让少儿读者亲身体验AI绘图这一新技术。这种创新实践不仅降低了AI使用的上手... 公共图书馆可部署开源的AI大模型,为读者提供有趣且易用的AI体验应用。上海图书馆利用Stable Diffusion技术二次开发了用户友好的文生图大模型工具,并举办活动让少儿读者亲身体验AI绘图这一新技术。这种创新实践不仅降低了AI使用的上手门槛,激发了少儿读者对AI的兴趣,促进了技术的普及。未来图书馆可进一步部署多模态大模型,提供更多样化的服务,构建全方位的AI素养教育体系,并利用AI大模型技术助力图书馆转型升级,提升核心竞争力。 展开更多
关键词 公共图书馆 AI大模型 少儿读者 Stable Diffusion 创新服务
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传统纹样的数智生成与创新设计应用 被引量:2
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作者 吴思熠 闫竞文 +1 位作者 陆垠蕾 徐平华 《针织工业》 北大核心 2025年第3期61-66,共6页
数智时代浪潮下,中国传统纹样的数字传承与创新迎来新机遇。文章旨在探讨利用人工智能技术实现对传统纹样的活化与创新设计。以宝相花纹样为研究对象,剖析其基本形态与结构特征,构建模型训练专用数据集;借助Stable Diffusion WebUI平台... 数智时代浪潮下,中国传统纹样的数字传承与创新迎来新机遇。文章旨在探讨利用人工智能技术实现对传统纹样的活化与创新设计。以宝相花纹样为研究对象,剖析其基本形态与结构特征,构建模型训练专用数据集;借助Stable Diffusion WebUI平台,利用LoRA模块进行专有模型训练,生成近似风格的纹样。结果表明,基于LoRA模型训练出的宝相花纹样风格近似,形式统一性强,生成效率高。在此基础上,围绕针织服装服饰等产品进行创新设计实践,为数智时尚设计中纹样创新应用提供一般范式。 展开更多
关键词 传统纹样 Stable Diffusion LoRA 人工智能 创新设计
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基于AIGC生成式大模型的服装虚拟设计研究
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作者 任柯 周衡书 +1 位作者 章银萍 曾子容 《针织工业》 北大核心 2025年第6期61-66,共6页
文章基于生成式人工智能(AIGC)大模型Stable Diffusion(SD),提升服装设计效率并降低设计成本。通过虚拟设计,探索现代服装设计的新方法。首先采用机器视觉技术对原有服装效果图进行图像分割;再根据分割的图像对要进行修改的服装部分进... 文章基于生成式人工智能(AIGC)大模型Stable Diffusion(SD),提升服装设计效率并降低设计成本。通过虚拟设计,探索现代服装设计的新方法。首先采用机器视觉技术对原有服装效果图进行图像分割;再根据分割的图像对要进行修改的服装部分进行选定生成蒙版;随后采用OpenPose处理器进行模特姿态控制;最后使用生成式SD模型对蒙版进行图生图重绘,基于重绘提示词得到对应的服装款式风格。结果表明,采用AIGC大模型进行服装虚拟设计,能在原图中服装整体不变的情况下进行服装类别、款式、色彩的再设计以及不同背景的更换,还能对原图中模特姿态进行控制调整,进行多姿态多视觉展示。 展开更多
关键词 AIGC Stable Diffusion模型 服装虚拟设计 图像分割
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基于AIGC的汽车内饰形态设计研究 被引量:1
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作者 曾绍庭 黄帅 王沛贤 《机械设计》 北大核心 2025年第S1期208-212,共5页
随着人工智能技术的迅速发展,汽车设计领域也日益受益于其应用。针对提升设计效率、创造力和用户体验,本研究探讨了人工智能生成内容(AIGC)在汽车内饰设计中的应用,并探索新技术的创新路径。通过用户调研和访谈分析汽车内饰设计趋势,评... 随着人工智能技术的迅速发展,汽车设计领域也日益受益于其应用。针对提升设计效率、创造力和用户体验,本研究探讨了人工智能生成内容(AIGC)在汽车内饰设计中的应用,并探索新技术的创新路径。通过用户调研和访谈分析汽车内饰设计趋势,评估AIGC与传统设计方法的差异。以“理想”汽车为核心案例,结合Stable Diffusion工具,研发适用于汽车内饰设计的AIGC工作流,并探讨其对企业设计流程的影响。研究表明,AIGC能够优化设计流程,降低时间与人工成本,并提供更具创新性和个性化的设计方案,同时提升用户体验。AIGC在汽车内饰设计中具有广阔的应用前景,为企业设计流程提供新的思路,并为未来AIGC与汽车设计的深度融合奠定基础。 展开更多
关键词 AIGC 汽车内饰设计 用户体验 Stable Diffusion 工作流程设计
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基于消费者认知的产品类型定制化AI辅助包装设计研究 被引量:4
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作者 刘子竹 《中国包装》 2025年第3期33-37,共5页
本文主要研究了基于消费者认知和产品类型进行定制化AI辅助包装设计的价值前景和实践策略。文章首先探讨了包装设计如何影响消费者的认知和决策,然后分析了基于消费者认知的定制包装设计的重要性,再进一步介绍了利用AI和生成设计进行定... 本文主要研究了基于消费者认知和产品类型进行定制化AI辅助包装设计的价值前景和实践策略。文章首先探讨了包装设计如何影响消费者的认知和决策,然后分析了基于消费者认知的定制包装设计的重要性,再进一步介绍了利用AI和生成设计进行定制包装的前景及优势,并且通过实际案例展示了AI辅助设计的实践,并最后介绍了基于Stable Diffusion的Zero123++框架在生成3D包装设计上的应用前景。 展开更多
关键词 消费者认知 定制化包装设计 AI生成设计 Stable Diffusion Zero123++
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DSOM:a novel self-organizing model based on NO dynamic diffusing mechanism 被引量:2
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作者 YINJunsong HUDewen CHENShuang ZHOUZongtan 《Science in China(Series F)》 2005年第2期247-262,共16页
In this paper the four-dimensional dynamic diffusing mechanism and the enhancement in Long-Term Potentiation (LTP) of intrinsic nitric oxide (NO) in nervous system are studied computationally. A novel unsupervised Dif... In this paper the four-dimensional dynamic diffusing mechanism and the enhancement in Long-Term Potentiation (LTP) of intrinsic nitric oxide (NO) in nervous system are studied computationally. A novel unsupervised Diffusing Self-Organizing Maps (DSOM) model is presented on the union of SOM with NO diffusing mechanism. Based on the spatial prototype mapping, temporal enhancement is introduced in DSOM and the fine-tuning manner is improved by the simplified NO diffusing mechanism. Furthermore, the quantization error of optimal weights is valuated and the detailed noise analysis of DSOM is presented. Finally some typical stimulation experiments are presented to illustrate how DSOM gracefully handles time warping and multiple patterns with overlapping reference vectors. 展开更多
关键词 intrinsic nitric oxide four-dimensional dynamic diffusion diffusing SOM long-term potentiation.
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