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Supramolecular self-assembled graphitic carbon nitride catalyst:A comprehensive review on design principle,synthesis strategy,functionalization and application
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作者 Hao Yang Shaodong Sun +1 位作者 Qing Yang Jie Cui 《Nano Materials Science》 2026年第2期364-437,共74页
Graphitic carbon nitride(g-CN)stands out as the most promising candidate for solar energy conversion owing to its easy preparation,metal-free nature,flexible molecular structure,moderate bandgap,and excellent thermal/... Graphitic carbon nitride(g-CN)stands out as the most promising candidate for solar energy conversion owing to its easy preparation,metal-free nature,flexible molecular structure,moderate bandgap,and excellent thermal/chemical stability.To enhance the performance of intrinsic g-CN,a supramolecular self-assembly strategy has been proposed to regulate the molecular structure of supramolecular precursors through non-covalent interactions across molecular building blocks,thereby optimizing the electronic structure of g-CN.This review provides a comprehensive overview of the recent progress in supramolecular self-assembly-derived graphitic carbon nitride(SM-CN)from both experimental and theoretical computational research in synthesis strategies,including synthesis methods and influencing factors,providing a theoretical foundation for the design of supramolecular assembly.It also discusses modification strategies,such as internal modification of the conjugated plane,interlayer optimization,and construction of heterointerfaces to improve the electronic structure of SM-CN owing to its unique layered structure.This review further summarizes the applications of SM-CN in environment and energy,including wastewater treatment,sterilization and disinfection/air purification,water splitting,H_(2)O_(2)production,organic synthesis/biomass conversion,CO_(2)reduction,photocatalytic coupling technology.Finally,perspectives and outlooks for the future development of SM-CN aim to inspire further innovation in the design and construction of high-performance SM-CN for broader applications. 展开更多
关键词 Graphitic carbon nitride PHOTOCATALYSIS Supramolecular self-assembly FUNCTIONALIZATION Application
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Tumor microenvironment-responsive self-assembled nanomedicine for reversible covalent targeting of BCR-ABL kinase
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作者 Menghua Xiang Fen Yang +9 位作者 Peng Chen Jiaoyu Chen Jianzhong Zhang Jiayi Yang Yilin Liu Qianqian Zhang Jiang Pi Peiyan Yuan Shao Q Yao Liqian Gao 《Chinese Chemical Letters》 2026年第2期363-368,共6页
Lysine-targeting reversible covalent inhibitors,particularly salicylaldehyde-based compounds such as the Food and Drug Administration(FDA)-approved drug Voxelotor,exhibit significant therapeutic potential but are limi... Lysine-targeting reversible covalent inhibitors,particularly salicylaldehyde-based compounds such as the Food and Drug Administration(FDA)-approved drug Voxelotor,exhibit significant therapeutic potential but are limited by challenges including instability and off-target effects.To overcome these limitations in kinase inhibitor A5,we devised a pH-responsive prodrug strategy by masking its reactive aldehyde group with an acid-labile hydrazone linkage and enhancing intracellular delivery through conjugation with FK506.The optimized prodrug demonstrated robust antitumor efficacy in K562 tumor-bearing mice.Furthermore,the incorporation of the photosensitizer chlorin e6(Ce6)led to the formation of self-assembled nanoparticles(AKNP),which not only improved physiological stability and prolonged tumor retention but also enabled light-triggered release of A5 in conjunction with photodynamic therapy(PDT).Our study thus presents a promising prodrug self-assembly strategy that combines the on-demand release of a novel lysine-targeting,reversible covalent kinase inhibitor with PDT in clinical cancer therapy. 展开更多
关键词 Reversible covalent inhibitor Lysine-targeting PRODRUG self-assembled nanoparticle Photodynamic therapy
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Self-Assembled Ordered Nanostructure of Zwitterionic Co-Solutes Induces Localized High-Concentration Electrolytes for Ultrastable and Efficient Zinc Metal Anodes
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作者 Shengyang Huang Zuyang Hu +15 位作者 Xin Wang Mo Yeonju Park Jun Su Kim Gun Jang Dong Hyun Min Hao Fu Peixun Xiong Zhipeng Wen Young Mee Jung Jaeyun Kim Hyunjoo Lee Chihyun Hwang Youngkwon Kim Cheng Chao Li Qingyun Dou Ho Seok Park 《Nano-Micro Letters》 2026年第6期448-467,共20页
Localized high-concentration electrolytes(LHCEs)are considered as promising electrolyte candidates to resolve technical issues of metal batteries owing to their unique interfacial properties and solvation structures.H... Localized high-concentration electrolytes(LHCEs)are considered as promising electrolyte candidates to resolve technical issues of metal batteries owing to their unique interfacial properties and solvation structures.Herein,we propose a self-assembly chemical strategy into the LCHEs induced by ordered nanostructure of zwitterionic co-solutes for highly efficient and ultrastable zinc(Zn)metal batteries.Through the systematic screening of six zwitterionic compounds,3-(decyldimethylammonio)propanesulfonate salt(C_(10))with the decyl chain and zwitterions was determined as an optimum to construct quasi-spherical aggregates with a periodic length of 3.77 nm,as confirmed by comprehensive synchronous small-angle X-ray scattering,Guinier,pair distance distribution function,Porod,and other spectroscopic characterizations and molecular dynamic simulation.In particularly,this self-assembled structure in electrolyte environments was attributed to increasing the proportion of both contact and aggregated ion pairs for the formation of LHCEs as well as to providing fast and selective Zn^(2+)conducting channels and uniform solid electrolyte interfaces for facilitated charge transfer kinetics.Moreover,the preferential adsorption of the self-assembled C_(10)on the Zn(002)surface modulated the electrical double layer to suppress hydrogen evolution and corrosion reactions.Consequently,the Zn‖Zn symmetric cells in Zn(OTf)_(2)/C_(10)electrolytes showed long-term plating/stripping behaviors over 2800 h at 1 mA cm^(-2)and 1 mAh cm^(-2)as well as over 1200 h even at 5 mA cm^(-2)and 5 mAh cm^(-2)with a very high depth of discharge of 42.7%.Furthermore,the ZnllVO_(2)/CNT full cells in Zn(OTf)_(2)/C_(10)electrolytes delivered a record-high capacity of 8.10 mAh cm^(-2)at an ultrahigh cathode mass loading of 50 mg cm^(-2)after 150 cycles. 展开更多
关键词 Localized high-concentration electrolytes self-assembled Multifunctional additives ZWITTERIONS Zn metals
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Self-assembled supramolecular nanofibers integrate pH-responsive drug delivery and antimicrobial for combined cancer therapy
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作者 Ting Zhang Deqiang Chen +5 位作者 Ningzhi Zhang Mingxu Zhang Qiang Huang Wei Liu Ran Gao Yong Zhang 《Chinese Chemical Letters》 2026年第2期346-351,共6页
Constructing nanofibers with specific therapeutic effects against cancer is a challenge.Here,we present the synthesis approach and application prospects of supramolecular nanofibers,which are based on cucurbit[8]uril(... Constructing nanofibers with specific therapeutic effects against cancer is a challenge.Here,we present the synthesis approach and application prospects of supramolecular nanofibers,which are based on cucurbit[8]uril(CB[8])as the host and terpyridine lanthanum ions metal complex as the vip,constructed by layer-by-layer self-assembly through supramolecular interaction.Moreover,nanofibers with lanthanide luminescence properties exhibit surprising pH-responsive deformation properties and antibacterial behavior.In the tumor micro-environment,the dramatic reduction in the size of the nanofibers enables specific and hierarchical release of anticancer drugs in tumor cells to exert an advanced therapeutic effect.In addition,the synergistic therapeutic efficacy was achieved by reducing the excess of Gram-positive and Gram-negative bacteria surrounding tumor cells.The novel supramolecular nanofibers with sequential drug release and combined therapeutic mode provide new guidance for the synthesis of drug carrier materials and direction for the promotion of nanomaterial-mediated cancer therapy. 展开更多
关键词 pH-responsive self-assembly nanofibers Supramolecular interaction Sequential release Antibacterial Combination therapy
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Dipole-engineered self-assembled monolayer for buried interface in fully textured perovskite-silicon tandem solar cells
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作者 Hao Zhang Xianggang Sun +8 位作者 Yinqing Sun Le Geng Haifeng Zhang Qian Li Tian Yang Di Huang Faming Li Lin Mao Mingzhen Liu 《Journal of Energy Chemistry》 2026年第3期818-825,共8页
Monolithic perovskite-silicon tandem solar cells(PSTs)represent a promising avenue for surpassing the efficiency limits of single-junction photovoltaics,but their performance is still hampered by significant open-circ... Monolithic perovskite-silicon tandem solar cells(PSTs)represent a promising avenue for surpassing the efficiency limits of single-junction photovoltaics,but their performance is still hampered by significant open-circuit voltage(V_(OC))losses arising from interfacial inefficient charge extraction and non-radiative recombination.To mitigate these losses,we introduce a push–pull bridging molecule,4′-amino-[1,1′-bi phenyl]-4-carboxylic acid(ABBA),which forms a 2 PACz/ABBA assembly through phosphor-amidate.The 2 PACz/ABBA assembly suppresses 2 PACz aggregation caused byπ-πstacking while simultaneously enhancing the interfacial dipole moment,thereby facilitating the built-in electric field to promote more efficient hole extraction.Meanwhile,–COOH groups within ABBA passivate deep-level defects(e.g.,uncoordinated Pb^(2+))at buried perovskite interface and contribute to the growth of perovskite films with large grains,reduced residual stress,and optimized energy level alignment.Consequently,the champion tandem device fabricated via the two-step sequential vapor-solution process achieves a PCE of 30.37% and an open-circuit voltage(V_(OC))of 1.891 V.Furthermore,unencapsulated devices maintain 88%of their initial performance after 1000 h under maximum power point tracking(MPPT),highlighting its superior stability. 展开更多
关键词 Perovskite-silicon tandem solar cells Buried interface self-assembled monolayer Two-step sequential vapor-solution process
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Efficient and stable inverted perovskite solar cells employing self-assembled hole-transporting monolayers with enhanced interface interaction
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作者 Botong Li Jie Liu +11 位作者 Boyang Lu Xuepeng Liu Mingyuan Han Weilun Du Ziqiang Su Zedong Lin Wenyong Feng Lei Xiao Zhipeng Shao Yong Ding Songyuan Dai Mohammad Khaja Nazeeruddin 《Journal of Energy Chemistry》 2026年第1期712-719,I0016,共9页
Molecular tailoring of self-assembled hole-transporting monolayers(SAMs)has been proven as an efficient approach for improving the device performance of inverted perovskite solar cells.Herein,a novel SAM with extended... Molecular tailoring of self-assembled hole-transporting monolayers(SAMs)has been proven as an efficient approach for improving the device performance of inverted perovskite solar cells.Herein,a novel SAM with extended conjugation is designed and synthesized,named NaPh-4PACz.Compared to Ph-4PACz,NaPh-4PACz exhibits a larger adsorption energy with the ITO substrate,enabling the formation of a more uniform and dense film,thereby preventing direct contact between the perovskite and ITO.Additionally,NaPh-4PACz also has a stronger interaction with the perovskite,which can reduce buried interface defects and suppress non-radiative recombination.Consequently,NaPh-4PACz-based devices achieved a power conversion efficiency of 25.48%due to their interfacial“adhesive”ability.Importantly,the stability of the NaPh-4PACz-based devices was significantly improved. 展开更多
关键词 Inverted perovskite solar cells self-assembled monolayer Hole transport layer Extended conjugation NaPh-4PACz
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基于唯识学的人工智能agent-agency-action框架
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作者 寿步 《上海师范大学学报(哲学社会科学版)》 北大核心 2026年第1期76-92,共17页
AI的agent范式下的三个核心概念agent、agency、action来源于西方哲学。对照唯识学思想,可以发现AI的agent-agency-action关系与唯识学中的本识—种子—现行关系在结构上是同构的。agent如同作为万法载体的本识,是整个系统的基础(体);ag... AI的agent范式下的三个核心概念agent、agency、action来源于西方哲学。对照唯识学思想,可以发现AI的agent-agency-action关系与唯识学中的本识—种子—现行关系在结构上是同构的。agent如同作为万法载体的本识,是整个系统的基础(体);agency如同储存于本识中的种子,是内在于agent的、待激发的潜能与能力集合(潜在用);而action则是agency在特定条件下被触发后的外显活动,如同种子的现行(显现用)。三者之间形成一个动态、循环、相互依存的闭环:agent作为体承载并体现为agency(潜在用/因);agency在特定条件下(缘)驱动产生action(显现用/果);action的结果通过学习与反馈机制反向熏习并更新agent的内部状态从而创造或调整其agency。由此可以得到AI的基于唯识学的agent-agency-action框架,构建AI的唯识式agent模型。 展开更多
关键词 人工智能 agent AGENCY action 唯识学 阿赖耶识
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基于TRIZ-AI Agent的领域知识库构建方法
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作者 翟东升 杜瑞泽 曲乾玮 《情报杂志》 北大核心 2026年第4期158-167,共10页
[目的]针对TRIZ理论应用中存在的理论复杂、专家依赖强,以及专利文本难以准确映射为技术矛盾的不足,结合TRIZ与AI Agent,构建一种自动识别技术矛盾与发明原理的智能化分析体系,以提高专利创新要素提取的智能化水平。同时,构建领域知识... [目的]针对TRIZ理论应用中存在的理论复杂、专家依赖强,以及专利文本难以准确映射为技术矛盾的不足,结合TRIZ与AI Agent,构建一种自动识别技术矛盾与发明原理的智能化分析体系,以提高专利创新要素提取的智能化水平。同时,构建领域知识库以增强技术创新过程中的辅助能力。[方法]本文以IncoPat数据库中储氢领域的专利数据为研究对象,提出了一种基于TRIZ和AI Agent的技术矛盾抽取与解决方案识别方法,该方法以自然语言处理为基础,通过专利文本信息的抽取、提示优化与技术矛盾抽取与解决方案识别流程设计,构建由多智能体协同工作的AI Agent系统。各Agent分别负责矛盾识别、原理匹配和解决方案生成等子任务,最终形成领域知识库。[结果/结论]实验结果表明,所构建的TRIZ与AI Agent相结合的方法体系,能够更高效地识别专利中的技术矛盾与解决方案,显著提升了专利分析的效率与系统性。同时,领域知识库的构建也为技术创新提供了辅助支持。 展开更多
关键词 专利分析 专利数据 技术识别 领域知识库 技术矛盾 提示优化 TRIZ AI agent
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基于Agent模拟的多利益相关者长期推荐策略
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作者 李汶华 冯婧妮 郭均鹏 《系统工程学报》 北大核心 2026年第1期128-144,共17页
面对多利益相关者情景下用户与提供者的不同目标,旨在探索长期视角下平台的不同推荐策略在动态权衡中的表现形态与演化规律,其中提供者追求曝光公平,用户期待兴趣匹配的推荐,平台需兼顾双方期望.本文运用多智能体建模框架,构建两阶段重... 面对多利益相关者情景下用户与提供者的不同目标,旨在探索长期视角下平台的不同推荐策略在动态权衡中的表现形态与演化规律,其中提供者追求曝光公平,用户期待兴趣匹配的推荐,平台需兼顾双方期望.本文运用多智能体建模框架,构建两阶段重排序算法,分析平台对用户和提供者不同权衡在长期背景下对个体和整体的影响,以探究平台的最优策略.模拟结果表明,完全偏向用户或者完全偏向提供者都充分暴露两者的矛盾的关系,影响平台生态.均衡策略能够妥善平衡提供者曝光公平与用户偏好的冲突.同时,完全偏向用户的策略会导致优质供给流失,长远看反而损害用户信任;反之,适度偏向用户的混合策略可以保证内容供给质量,进而促进用户信任的持续增长,更有利于平台的长远发展. 展开更多
关键词 推荐策略 多智能体建模 公平性 多利益相关者 动态表现
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GAI-BPAD:基于生成式AI Agent的业务流程异常主动识别框架
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作者 张帅鹏 王世鹏 +4 位作者 何伟 孔兰菊 鹿旭东 郑永清 崔立真 《计算机集成制造系统》 北大核心 2026年第3期1049-1060,共12页
在业务流程信息系统运行过程中,由于软件故障、操作人员失误等因素引发的异常现象十分普遍,这些异常会显著影响服务系统运行状态,并给企业组织带来风险,因此异常识别是业务流程管理中的关键环节。然而,部分组织机构由于新业务开展频率较... 在业务流程信息系统运行过程中,由于软件故障、操作人员失误等因素引发的异常现象十分普遍,这些异常会显著影响服务系统运行状态,并给企业组织带来风险,因此异常识别是业务流程管理中的关键环节。然而,部分组织机构由于新业务开展频率较低,存在业务数据积累不足或者某些潜在异常尚未在历史数据中展现的问题,这些异常一旦发生往往难以应对。同时,现有的异常识别方法难以主动应对复杂时序依赖和高维数据中的异常检测问题。为了解决上述问题,本文提出了基于生成式AI Agent的业务流程异常主动识别框架(GAI-BPAD),该框架分为感知、决策和执行3个主要模块,通过生成对抗网络(GAN)增强业务流程行为样本的多样性,并结合基于注意力机制的双向GRU神经网络(Att-Bi-GRU)进行异常识别。在9个真实数据集上进行了评估,实验结果表明,该方法相较于传统的异常识别方法,在准确性和鲁棒性方面均表现出显著提升,能够有效识别业务流程中的异常行为。 展开更多
关键词 流程挖掘 异常识别 AI agent 人工智能
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Self-assembled superparamagnetic nanoparticles as MRI contrast agents — A review 被引量:3
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作者 苏红莹 吴昌强 +1 位作者 李丹阳 艾华 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第12期175-185,共11页
Recent progress of the preparation and applications of superparamagnetic iron oxide(SPIO) clusters as magnetic resonance imaging(MRI) probes is reviewed with regard to their applications in labeling and tracking c... Recent progress of the preparation and applications of superparamagnetic iron oxide(SPIO) clusters as magnetic resonance imaging(MRI) probes is reviewed with regard to their applications in labeling and tracking cells in vivo, in diagnosis of cardiovascular diseases and tumors, and in drug delivery systems. Magnetic nanoparticles(NPs), especially SPIO nanoparticles, have long been used as MRI contrast agents and as an advantageous nanoplatform for drug delivery,taking advantage of their unique magnetic properties and ability to function at the molecular and cellular levels. Due to advances in nanotechnology, various means to control SPIO NPs' size, composition, magnetization and relaxivity have been developed, as well as ways to usefully modify their surface. Recently, self-assembly of SPIO NP clusters in particulate carriers — such as polymeric micelles, vesicles, liposomes, and layer-by-layer(Lb L) capsules — have been widely studied for application as ultrasensitive MRI probes, owing to their remarkably high spin–spin(T2) relaxivity and convenience for further functionalization. 展开更多
关键词 superparamagnetic iron nanoparticles magnetic resonance imaging contrast agent self-assemblY
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LLM赋能的战术兵棋决策Agent构建方法
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作者 刘大勇 董志明 +2 位作者 郭齐胜 高昂 邱雪欢 《系统仿真学报》 北大核心 2026年第3期758-775,共18页
在战术兵棋推演中,决策Agent是人机、机机以及人机混合对抗的关键支撑,其智能化水平至关重要。针对传统决策Agent存在的适应性不足、策略单一、构建成本高等问题,提出一种大小模型融合驱动的决策框架,并重点研究了LLM与行为树、有限状... 在战术兵棋推演中,决策Agent是人机、机机以及人机混合对抗的关键支撑,其智能化水平至关重要。针对传统决策Agent存在的适应性不足、策略单一、构建成本高等问题,提出一种大小模型融合驱动的决策框架,并重点研究了LLM与行为树、有限状态机、启发式搜索、深度强化学习等常规决策Agent构建方法的融合方式。本研究可为战术兵棋决策Agent构建提供新的思路和技术路径。 展开更多
关键词 LLM 战术兵棋 决策agent 融合决策框架
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Formation mechanism of herpetrione self-assembled nanoparticles based on p H-driven method 被引量:1
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作者 Yuwen Zhu Xiang Deng +4 位作者 Yan Wu Baode Shen Lingyu Hang Yuye Xue Hailong Yuan 《Chinese Chemical Letters》 2025年第1期387-391,共5页
The self-assembled nanoparticles(SAN)formed during the decoction process of traditional Chinese medicine(TCM)exhibit non-uniform particle sizes and a tendency for aggregation.Our group found that the p H-driven method... The self-assembled nanoparticles(SAN)formed during the decoction process of traditional Chinese medicine(TCM)exhibit non-uniform particle sizes and a tendency for aggregation.Our group found that the p H-driven method can improve the self-assembly phenomenon of Herpetospermum caudigerum Wall.,and the SAN exhibited uniform particle size and demonstrated good stability.In this paper,we analyzed the interactions between the main active compound,herpetrione(Her),and its main carrier,Herpetospermum caudigerum Wall.polysaccharide(HCWP),along with their self-assembly mechanisms under different p H values.The binding constants of Her and HCWP increase with rising p H,leading to the formation of Her-HCWP SAN with a smaller particle size,higher zeta potential,and improved thermal stability.While the contributions of hydrogen bonding and electrostatic attraction to the formation of Her-HCWP SAN increase with rising p H,the hydrophobic force consistently plays a dominant role.This study enhances our scientific understanding of the self-assembly phenomenon of TCM improved by p H driven method. 展开更多
关键词 Traditional Chinese medicine NANOPARTICLES Herpetrione Interaction pH-driven method self-assembly Isothermal titration calorimetry
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基于Agent模型的虔州八境图文化数智传承体验设计研究
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作者 余炤青 丁粤红 《包装工程》 北大核心 2026年第2期432-440,共9页
目的以“虔州八境图”为具体研究对象,探索AI Agent模型在文化数智传承界面设计中的应用路径,解决文化意境转译不精准、交互体验单一等问题。方法首先,通过SWOT-PEST混合分析法系统识别AI Agent在文化数字化中的内外部因素;其次,引入卡... 目的以“虔州八境图”为具体研究对象,探索AI Agent模型在文化数智传承界面设计中的应用路径,解决文化意境转译不精准、交互体验单一等问题。方法首先,通过SWOT-PEST混合分析法系统识别AI Agent在文化数字化中的内外部因素;其次,引入卡诺模型(KANO)识别出“虚实融合”与“意境生成”等关键功能的魅力属性与期望属性;最后,基于Unity引擎与多模态AI技术,开发出具备意境生成、情境导览、AR交互等核心功能的原型系统,并通过标准SUS量表与30名用户的实证测试验证其系统可用性。结论AI Agent能有效支撑文化数智传承界面设计,在诗意可视化、个性化叙事等方面表现突出,为同类文化遗产的数字化创新层面提供了可复用的技术路径与设计范式。 展开更多
关键词 AI agent 文化传承 界面设计 虔州八境图 体验设计
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Agent驱动的审计智能化应用研究
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作者 陈勇 潘炜城 +2 位作者 廖依凡 徐晨 徐超 《中国注册会计师》 北大核心 2026年第2期52-60,5,共10页
本文构建以大语言模型为推理核心的审计问答Agent与审计证据搜集Multi-Agent。前者基于意图识别与RAG提升准确性及可追溯性回答;后者在审计证据搜集场景中实现多源数据抽取、规则校验、语义复核与报告生成。实验对比了两个场景下Agent... 本文构建以大语言模型为推理核心的审计问答Agent与审计证据搜集Multi-Agent。前者基于意图识别与RAG提升准确性及可追溯性回答;后者在审计证据搜集场景中实现多源数据抽取、规则校验、语义复核与报告生成。实验对比了两个场景下Agent与单一大模型的表现,结果在ROUGE、BERT Score及F1和召回等指标上均有提升,并显著增强可解释性与工程可落地性。 展开更多
关键词 人工智能 审计智能化 agent
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MorpheusAPI:基于大语言模型Agent的智能麻醉平台
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作者 王静 申乐 +8 位作者 林飞 张濛濛 黄俊 倪清桦 田永林 兰岭 叶佩军 吕宜生 王飞跃 《智能系统学报》 北大核心 2026年第1期156-166,共11页
针对传统围术期麻醉管理模式主要依赖临床指南和麻醉医生临床判断,使得麻醉医生在面对海量的实时生理数据、复杂的患者个体化情况以及瞬息万变的高风险场景时需要承担巨大的工作负担和决策压力的问题,本文提出了MorpheusAPI框架,一种基... 针对传统围术期麻醉管理模式主要依赖临床指南和麻醉医生临床判断,使得麻醉医生在面对海量的实时生理数据、复杂的患者个体化情况以及瞬息万变的高风险场景时需要承担巨大的工作负担和决策压力的问题,本文提出了MorpheusAPI框架,一种基于大语言模型(large language models,LLMs)的多Agents智能麻醉平台。该平台包含执行大模型和影子大模型,执行大模型整合了感知、预测、决策、验证和中央协调5个Agents,通过模型上下文协议(model context protocol,MCP)实现多模态数据高效整合,思维链(chain-of-thought,CoT)提示增强风险推理,检索增强生成(retrieval-augmented generation,RAG)确保临床决策可靠性,麻醉影子大模型通过持续优化执行模型性能形成闭环系统。案例研究显示MorpheusAPI系统风险预测响应时间0.4 s,核心推理延迟10~15 ms,成功将丙泊酚诱导剂量优化至2.0 mg/(kg·h),维持平均动脉压不小于65 mmHg,结果验证了其在提升麻醉安全性和效率的巨大潜力,可为智能麻醉系统设计与应用提供新思路。 展开更多
关键词 麻醉 多代理系统 大语言模型 人工智能 智能代理 决策支持系统 医疗计算 风险评估
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Highly efficient and stable NiOx-based inverted perovskite photovoltaics via scalable and low-cost carboxylate-featured self-assembled interfacial material
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作者 Anran Yu Yanyan Wang +5 位作者 Xiaoguo Li Chongyuan Li Zejiao Shi Liangliang Deng Xin Zhang Yiqiang Zhan 《Journal of Energy Chemistry》 2025年第8期269-276,共8页
The NiOx,due to its excellent semiconductor properties,ease of large-area deposition,and tunable optoelectronic characteristics,shows great potential in industrial large-area perovskite technologies.However,NiO_(x)-ba... The NiOx,due to its excellent semiconductor properties,ease of large-area deposition,and tunable optoelectronic characteristics,shows great potential in industrial large-area perovskite technologies.However,NiO_(x)-based perovskite solar cells(PSCs)are limited by interfacial photocatalytic chemical reactions and energy level mismatch.Thus,phosphate-based self-assembled monolayers(SAMs)have been widely developed for delicate interfacial modification;however,they suffer from severe issues such as self-aggregation and high cost.Herein,a low-cost carboxylate-based SAM(pyrenebutyric acid,PyBA)was used to modify NiO_(x),achieving an improved surface chemical environment and interfacial properties,such as an increased Ni^(3+)/Ni2^(+)ratio,a reduced proportion of high-valence Ni^(≥3+),and better-aligned hole transport interface energy level.The introduction of PyBA also results in larger grain size,higher uniformity,and enhanced photoluminescence(PL)from the bottom of the perovskite,yielding a significant increase in efficiency from an initial 22.48%to 25.14%,while increasing the open-circuit voltage(VOC)from 1.077 to 1.192 V.Additionally,a perovskite module with an aperture area of 21 cm^(2)achieved an efficiency of 22.28%,demonstrating the excellent scalability of the PyBA treatment.Moreover,the well-modified buried interface combined with the chemical inertness and structural rigidity of pyrene ensures excellent ultraviolet(UV)stability(the target module maintained 92%of the initial efficiency after 200 h and the control device only retained 40%). 展开更多
关键词 self-assembled monolayers Vacancy defect Module
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Efficient anticancer drug delivery using nano-colloids self-assembled with an unconventional amphiphile bearing pumpkin-shaped host molecule
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作者 Kyeng Min Park 《Asian Journal of Pharmaceutical Sciences》 2025年第1期214-222,共9页
A new type of amphiphiles bearingmacrocycle such as cucurbit[7]uril(CB[7])spontaneously forms a nanomaterial in water,specifically vesicles(tACB[7]vesicles)with a positive surface charge,verified through various analy... A new type of amphiphiles bearingmacrocycle such as cucurbit[7]uril(CB[7])spontaneously forms a nanomaterial in water,specifically vesicles(tACB[7]vesicles)with a positive surface charge,verified through various analytical techniques including TIRF,DLS and TEM.Functional validation not only reveals the accessibility of the CB[7]portal on these vesicles allowing CB[7]-based host-vip interactions with various functional vip molecules such as fluorescein isothiocyanate conjugated adamantylammonium and spermine(FITC-AdA and FITC-SPM,respectively)using confocal laser scanning microscopy,but also showcases the effective internalization of tACB[7]vesicles into cancer cells with the anticancer drug oxaliplatin(OxPt),as a vip to CB[7],through in vitro cell experiments.Hence,this study provides a blueprint to impart amphiphilic properties to CB[7]through synthetic design and highlights the potential of CB[7]derivatives as a new class of unconventional amphiphiles self-assembling into functional nanomaterials for advanced drug delivery. 展开更多
关键词 CUCURBITURIL Unconventional amphiphile self-assembly Host-vip chemistry Drug delivery
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Achieving Complete Photonic Band Gaps in a Low-symmetric Rectangular Cross-sectional Columnar Phase Self-assembled from Block Copolymers
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作者 Hai-Yan Weng Zhan-Wei Li +1 位作者 Yan-Chun Li Zhong-Yuan Lu 《Chinese Journal of Polymer Science》 2025年第6期1059-1066,I0013,共9页
A significant challenge in developing block copolymer photonic crystals is constructing low-symmetric ordered phases,which are essential for achieving a complete photonic band gap.Here,we propose a promising strategy ... A significant challenge in developing block copolymer photonic crystals is constructing low-symmetric ordered phases,which are essential for achieving a complete photonic band gap.Here,we propose a promising strategy to create low-symmetric ordered morphologies by incorporating shape-anisotropic rod-like side chains into block copolymers.Using dissipative particle dynamics simulations,we demonstrate that block copolymers with longer rod-like side chains can self-assemble into a hexagonally packed columnar phase characterized by a low-symmetric rectangular cross-section.Photonic band structure calculations reveal that this low-symmetric columnar phase can exhibit a complete photonic band gap,with the gap size dependent on the aspect ratio of the rectangular cross-sections of the columns.Our findings suggest an effective approach to constructing low-symmetric photonic crystals through the self-assembly of block copolymers with shape-anisotropic segments. 展开更多
关键词 Photonic band gaps Low-symmetric phase self-assemblY Block copolymers
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Unraveling the Morphological and Energetic Properties of 2PACz Self-Assembled Monolayers Fabricated With Upscaling Deposition Methods
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作者 Silvia Mariotti Ilhem Nadia Rabehi +13 位作者 Congyang Zhang Xiaomin Huo Jiahao Zhang Penghui Ji Tianhao Wu Tongtong Li Shuai Yuan Xiaomin Liu Ting Guo Chenfeng Ding Hengyuan Wang Annalisa Bruno Luis K.Ono Yabing Qi 《Energy & Environmental Materials》 2025年第2期291-304,共14页
Self-assembled monolayers(SAMs)are widely used as hole transport materials in inverted perovskite solar cells,offering low parasitic absorption and suitability for semitransparent and tandem solar cells.While SAMs hav... Self-assembled monolayers(SAMs)are widely used as hole transport materials in inverted perovskite solar cells,offering low parasitic absorption and suitability for semitransparent and tandem solar cells.While SAMs have shown to be promising in small-area devices(≤1 cm^(2)),their application in larger areas has been limited by a lack of knowledge regarding alternative deposition methods beyond the common spin-coating approach.Here,we compare spin-coating and upscalable methods such as thermal evaporation and spray-coating for[2-(9H-carbazol-9-yl)ethyl]phosphonic acid(2PACz),one of the most common carbazole-based SAMs.The impact of these deposition methods on the device performance is investigated,revealing that the spray-coating technique yields higher device performance.Furthermore,our work provides guidelines for the deposition of SAM materials for the fabrication of perovskite solar modules.In addition,we provide an extensive characterization of 2PACz films focusing on thermal evaporation and spray-coating methods,which allow for thicker 2PACz deposition.It is found that the optimal 2PACz deposition conditions corresponding to the highest device performances do not always correlate with the monolayer characteristics. 展开更多
关键词 2PACz EVAPORATION Perovskite solar cells self-assembled monolayer Spray-coating
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