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AI-TPACK理论模型赋能中医内科学教学的创新实践与探索
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作者 孟胜喜 曹健美 《卫生职业教育》 2026年第5期55-59,共5页
基于AI-TPACK理论模型,系统构建中医内科学教学内容、方法、策略和评价体系。在教学内容整合上,融合AI技术构建中医内科学知识体系,优化教学内容,使其更具时代性和实用性。利用AI技术引入中医内科学领域的最新研究成果和临床实践经验,... 基于AI-TPACK理论模型,系统构建中医内科学教学内容、方法、策略和评价体系。在教学内容整合上,融合AI技术构建中医内科学知识体系,优化教学内容,使其更具时代性和实用性。利用AI技术引入中医内科学领域的最新研究成果和临床实践经验,将中医内科学与其他学科知识进行交叉融合,拓宽学生的知识面及视野。在教学方法与策略选择上,积极采用智能化教学方法,并设计实施情景教学策略和合作学习策略,激发学生学习兴趣及主动性,增强了教学效果。在教学评价体系构建上,确定了知识掌握、技能应用、思维能力等评价指标,并采用多元化的评价方法,能全面、客观、准确地评价学生学习情况及综合能力。 展开更多
关键词 ai-tpack理论模型 中医内科学 AI技术
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从TPACK到AI-TPACK:数智时代高校外语教师胜任力模型构建——基于生态系统理论与OBE理念的多案例研究
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作者 赵金宇 《吉林省教育学院学报》 2026年第1期6-12,共7页
数智化转型正深刻重塑高校外语教学。本研究采用质性多案例方法,基于某高校2024—2025学年的22个外语教师集体备课案例及教学督导反馈,遵循“问题—对策—能力”的分析路径,构建了数智时代高校外语教师胜任力模型。研究发现,教师胜任力... 数智化转型正深刻重塑高校外语教学。本研究采用质性多案例方法,基于某高校2024—2025学年的22个外语教师集体备课案例及教学督导反馈,遵循“问题—对策—能力”的分析路径,构建了数智时代高校外语教师胜任力模型。研究发现,教师胜任力由OBE教学设计能力(目标导航)、AI-TPACK人工智能技术整合能力(方法引擎)与生态化协同能力(环境支持)三大核心维度构成。三者并非静态并列,而是通过“目标引导方—方法依托环境—环境反哺目标”的动态循环机制相互作用。该模型为理解与发展数智时代外语教师专业能力提供了系统框架。 展开更多
关键词 ai-tpack 生态系统理论 OBE 外语教师发展 胜任力模型
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AI-TPACK框架下审计专业教师数字素养的建构与提升
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作者 郭晓雨 林丽 张慧妍 《商业会计》 2026年第6期133-137,共5页
人工智能技术的迅猛发展正引发高等教育范式的结构性变革,这对高校教师的数字胜任力提出了革命性要求。文章基于教育技术整合理论,通过解构AI-TPACK框架与审计学科特性的适配关系,建构包含人工智能伦理意识、人工智能知识与技能、人工... 人工智能技术的迅猛发展正引发高等教育范式的结构性变革,这对高校教师的数字胜任力提出了革命性要求。文章基于教育技术整合理论,通过解构AI-TPACK框架与审计学科特性的适配关系,建构包含人工智能伦理意识、人工智能知识与技能、人工智能场景应用三维度的审计专业教师智能素养模型,该框架能有效实现智能技术与审计教学要素的系统性耦合,显著增强教师的教学创新能力与课程重构能力,进而驱动审计人才培养模式的迭代升级。研究进一步从高校人工智能基础设施、培训机制、评价机制三个层面提出保障措施,以期为人工智能时代审计专业发展提供双重理论价值和实践启示。 展开更多
关键词 人工智能 ai-tpack框架 教师数字素养 审计学 人才培养
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A Ni(Ⅱ)metal-organic framework based on the 4,4′-biphenyldicarboxylic acid ligand and its adsorption performance for tetracycline
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作者 LIN Chuansong ZHANG Chuqing LI Shixiong 《无机化学学报》 北大核心 2026年第3期593-605,共13页
In this study,a nickel-based MOF{(NH_(2)(CH_(3))_(2))_(2)[Ni_(3)(O)(L)3(NH(CH_(3))_(2))_(3)]}_(n)(Ni_(3)-MOF),with pore sizes of approximately 1.6 nm×1.6 nm,was synthesized by reacting 4,4′-biphenyldicarboxylic ... In this study,a nickel-based MOF{(NH_(2)(CH_(3))_(2))_(2)[Ni_(3)(O)(L)3(NH(CH_(3))_(2))_(3)]}_(n)(Ni_(3)-MOF),with pore sizes of approximately 1.6 nm×1.6 nm,was synthesized by reacting 4,4′-biphenyldicarboxylic acid(H_(2)L)with Ni(NO_(3))_(2)·6H_(2)O in an N,N-dimethylformamide(DMF)solution.The nanoscale adsorbent Ni_(3)-MOF-N with a particle diameter of approximately 200 nm was prepared using Ni_(3)-MOF.It exhibited a maximum equilibrium tetracycline(TC)adsorption capacity of 358.2 mg·g^(-1)at its isoelectric point(pH=6.50),outperforming most reported MOF-based adsorbents.This exceptional performance is likely attributed to the well-matched pore size of Ni_(3)-MOF-N(1.6 nm×1.6 nm)and the molecular dimensions of TC(0.8 nm×1.2 nm),combined with the presence of partial Ni(Ⅱ)sites on the surface of Ni_(3)-MOF-N.These features collectively facilitate effective TC adsorption through a combination of pore filling,electrostatic attraction,hydrogen bonding,surface complexation,andπ-πinteractions.Recycling experiments demonstrated that Ni_(3)-MOF-N possesses excellent structural stability and consistent adsorption performance.CCDC:2481791,Ni_(3)-MOF. 展开更多
关键词 metal-organic framework ADSORPTION TETRACYCLINE wastewater treatment
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A three-dimensional zinc(Ⅱ)metal-organic framework based on nitrogen-containing ligands for the detection of 2,4-dinitrophenylhydrazine and tetracycline
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作者 WANG Xuetian WANG Jijiang +3 位作者 TANG Long YUE Erlin WANG Xiao ZHANG Yuqi 《无机化学学报》 北大核心 2026年第4期861-871,共11页
A metal-organic framework{[Zn(L)_(0.5)(1,2,4,5-tpb)_(0.5)]·DMF·3H_(2)O}_(n)(1)was synthesized by solvothermal reaction,where H4L=5,5'-(ethane-1,2-diyl)diisophthalic acid,and 1,2,4,5-tpb=1,2,4,5-tetra(pyr... A metal-organic framework{[Zn(L)_(0.5)(1,2,4,5-tpb)_(0.5)]·DMF·3H_(2)O}_(n)(1)was synthesized by solvothermal reaction,where H4L=5,5'-(ethane-1,2-diyl)diisophthalic acid,and 1,2,4,5-tpb=1,2,4,5-tetra(pyridin-4-yl)benzene.The analysis of the single crystal structure indicates that L^(4-)and 1,2,4,5-tpb are connected with Zn(Ⅱ)to form a 2D layered structure,and the layers are linked by 1,2,4,5-tpb to form a 3D structure.1 can be used as a highly selective fluorescent probe for the detection of 2,4-dinitrophenylhydrazine(DNP)and tetracycline(TET),and the detection limits were 0.013 and 0.31μmol·L^(-1),respectively.1 was applied successfully to the determination of TET content in the Yanhe River water sample.CCDC:2466221. 展开更多
关键词 metal-organic frameworks Zn(Ⅱ) crystal structure fluorescent sensing
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Dual-Signal Colorimetric/Fluorescent Detection of Vibrio parahaemolyticus in Seafood Using a Multifunctional Aptamer-Conjugated Magnetic Covalent Organic Framework-CuO/Au Nanozyme
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作者 SUN Di YANG Xuewen +6 位作者 WANG Hui LIN Hongyong HE Xiaoxia HUO Zhenting LIU Yu YU Zhongjie JIANG Wei 《食品科学》 北大核心 2026年第6期23-40,共18页
In this study,a multifunctional aptamer-conjugated magnetic covalent organic framework(COF)-CuO/Au nanozyme(MCOF-CuO/Au@apt)was developed as a“three-in-one”platform for dual-signal colorimetric and fluorescent detec... In this study,a multifunctional aptamer-conjugated magnetic covalent organic framework(COF)-CuO/Au nanozyme(MCOF-CuO/Au@apt)was developed as a“three-in-one”platform for dual-signal colorimetric and fluorescent detection of Vibrio parahaemolyticus.The nanozyme integrated magnetic separation,peroxidase-like catalytic activity,and specific target recognition through an aptamer-based strategy.Upon binding to V.parahaemolyticus,the catalytic oxidation of tetra-aminophenylethylene(TPE-4A)by the nanozyme was selectively inhibited,resulting in distinct colorimetric and fluorescent signals that significantly enhanced the detection accuracy and reliability.The proposed method exhibited high sensitivity,with limits of detection(LOD)of 21 and 7 CFU/mL for the colorimetric and fluorescent assays,respectively.The performance of this method was validated using real seafood samples,including Penaeus vannamei,Mytilus coruscus,and Crassostrea gigas,which showed high recovery rates(101.11%-107.30%)and excellent reproducibility.The system also demonstrated strong specificity and accuracy under various conditions,confirming its robustness and practical applicability.Collectively,this innovative platform presents a promising solution for the rapid,versatile,and sensitive detection of V.parahaemolyticus in seafood,with considerable potential to advance food safety diagnosis and on-site monitoring. 展开更多
关键词 Vibrio parahaemolyticus dual-signal detection aptamer-based nanozyme magnetic covalent organic framework seafood safety
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AI-TPACK理论视阈下的中小学教师智能素养框架及其培养路径研究
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作者 朱勤美 《教育进展》 2026年第2期1245-1251,共7页
随着人工智能技术与教育的深度融合,教师智能素养已成为推动教育数字化转型的核心命题。针对当前教师智能素养培育中存在的理论认知与实践应用非同步、培训供给同质化以及技术伦理缺位等问题,本研究引入AI-TPACK理论,在深入剖析智能时... 随着人工智能技术与教育的深度融合,教师智能素养已成为推动教育数字化转型的核心命题。针对当前教师智能素养培育中存在的理论认知与实践应用非同步、培训供给同质化以及技术伦理缺位等问题,本研究引入AI-TPACK理论,在深入剖析智能时代教师角色转型需求与素养内涵演进的基础上,系统构建了包含智能技术认知、智能教学能力、智能内容整合与智能伦理素养的双圈层协同框架。据此,研究进一步提出分层级研修体系构建、基于实证课例的实践迭代以及评价保障机制完善的系统化培养路径,并结合小学数学教学实证案例,剖析了AI-TPACK从理论架构向教学行为转化的具体机制,为建设高素质专业化创新型教师队伍提供学理支撑与实践参照。 展开更多
关键词 ai-tpack 教师智能素养 框架构建 培养路径
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Ligand-directed construction of cobalt-oxo cluster-based organic frameworks:Structural modulation,semiconductor,and antiferromagnetic properties
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作者 SHI Jinlian LIU Xiaoru XU Zhongxuan 《无机化学学报》 北大核心 2026年第1期45-54,共10页
Under hydrothermal and solvothermal conditions,two novel cobalt-based complexes,{[Co_(2)(CIA)(OH)(1,4-dtb)]·3.2H_(2)O}n(HU23)and{[Co_(2)(CIA)(OH)(1,4-dib)]·3.5H2O·DMF}n(HU24),were successfully construct... Under hydrothermal and solvothermal conditions,two novel cobalt-based complexes,{[Co_(2)(CIA)(OH)(1,4-dtb)]·3.2H_(2)O}n(HU23)and{[Co_(2)(CIA)(OH)(1,4-dib)]·3.5H2O·DMF}n(HU24),were successfully constructed by coordinatively assembling the semi-rigid multidentate ligand 5-(1-carboxyethoxy)isophthalic acid(H₃CIA)with the Nheterocyclic ligands 1,4-di(4H-1,2,4-triazol-4-yl)benzene(1,4-dtb)and 1,4-di(1H-imidazol-1-yl)benzene(1,4-dib),respectively,around Co^(2+)ions.Single-crystal X-ray diffraction analysis revealed that in both complexes HU23 and HU24,the CIA^(3-)anions adopt aκ^(7)-coordination mode,bridging six Co^(2+)ions via their five carboxylate oxygen atoms and one ether oxygen atom.This linkage forms tetranuclear[Co4(μ3-OH)2]^(6+)units.These Co-oxo cluster units were interconnected by CIA^(3-)anions to assemble into 2D kgd-type structures featuring a 3,6-connected topology.The 2D layers were further connected by 1,4-dtb and 1,4-dib,resulting in 3D pillar-layered frameworks for HU23 and HU24.Notably,despite the similar configurations of 1,4-dtb and 1,4-dib,differences in their coordination spatial orientations lead to topological divergence in the 3D frameworks of HU23 and HU24.Topological analysis indicates that the frameworks of HU23 and HU24 can be simplified into a 3,10-connected net(point symbol:(4^(10).6^(3).8^(2))(4^(3))_(2))and a 3,8-connected tfz-d net(point symbol:(4^(3))_(2)((4^(6).6^(18).8^(4)))),respectively.This structural differentiation confirms the precise regulatory role of ligands on the topology of metal-organic frameworks.Moreover,the ultraviolet-visible absorption spectra confirmed that HU23 and HU24 have strong absorption capabilities for ultraviolet and visible light.According to the Kubelka-Munk method,their bandwidths were 2.15 and 2.08 eV,respectively,which are consistent with those of typical semiconductor materials.Variable-temperature magnetic susceptibility measurements(2-300 K)revealed significant antiferromagnetic coupling in both complexes,with their effective magnetic moments decreasing markedly as the temperature lowered.CCDC:2457554,HU23;2457553,HU24. 展开更多
关键词 semi-rigid carboxylic acid ligands three-dimensional framework tetranuclear cobalt-oxo cluster semiconductor material antiferromagnetic magnetism
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基于AI-TPACK理论的地方应用型高校高等数学教学改革与实践
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作者 黎可 《创新教育研究》 2026年第2期387-392,共6页
教育变革与科技发展推动地方应用型高校高等数学教学改革,传统教学模式难以契合应用型人才培养需求,AI技术与TPACK理论为改革提供了新路径。文章基于AI-TPACK理论,从教学内容、教学方法以及教学评价体系三个方面进行改革。通过整合AI技... 教育变革与科技发展推动地方应用型高校高等数学教学改革,传统教学模式难以契合应用型人才培养需求,AI技术与TPACK理论为改革提供了新路径。文章基于AI-TPACK理论,从教学内容、教学方法以及教学评价体系三个方面进行改革。通过整合AI技术优化教学资源,设计应用导向的内容;采用线上线下混合教学与项目式学习的创新方法;构建多元化评价方式并借助AI技术辅助评价。经实践,在提升学生知识掌握程度、应用能力及学习兴趣等方面取得显著成果。未来希望通过与新兴技术进一步融合,不断完善基于AI-TPACK理论的高等数学教学模式。 展开更多
关键词 高等数学 ai-tpack理论 教学改革
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人工智能驱动下广告学专业教学改革路径——基于AI-TPACK理论视角
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作者 徐冬莹 《湖北画报(下半月)》 2026年第2期182-184,共3页
随着人工智能技术的快速发展,广告行业正面临着前所未有的深刻变革,这一变革对高校广告学专业人才培养体系提出了更高要求。本文聚焦人工智能背景下广告学专业教学改革路径,并引入了AI-TPACK(整合人工智能技术的学科教学知识)理论框架,... 随着人工智能技术的快速发展,广告行业正面临着前所未有的深刻变革,这一变革对高校广告学专业人才培养体系提出了更高要求。本文聚焦人工智能背景下广告学专业教学改革路径,并引入了AI-TPACK(整合人工智能技术的学科教学知识)理论框架,构建了集技术工具、教学内容、教学方法、师资团队、商业实战于一体的教学改革路径,以期为高校广告教育适应人工智能时代发展提供参考。 展开更多
关键词 广告学 技术工具 教学改革 ai-tpack理论
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AI-TPACK融合下技工院校教师数字素养能力模型构建研究
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作者 汪林霞 《微型计算机》 2026年第10期228-230,共3页
研究基于AI-TPACK理论框架,聚焦产业数字化转型背景下技工院校教师数字素养能力需求。研究通过分析教师数字素养现状和AI-TPACK理论核心构成,遵循“标准引领、需求驱动、理论融合”原则,构建了包含数智意识、数智知识、数智能力、数智... 研究基于AI-TPACK理论框架,聚焦产业数字化转型背景下技工院校教师数字素养能力需求。研究通过分析教师数字素养现状和AI-TPACK理论核心构成,遵循“标准引领、需求驱动、理论融合”原则,构建了包含数智意识、数智知识、数智能力、数智思维和数智伦理五大核心维度的教师数字素养能力模型。研究还系统阐释了各维度关键指标及其内在联系,为技工院校教师数字素养发展提供了评价标准与培养框架,有助于推动技工教育向“人工智能+技能培养”新范式转变,促进技术与技能教育的深度融合。 展开更多
关键词 ai-tpack 教师数字素养 能力模型 人工智能
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Prelithiation of silicon encapsulated in MOF-derived carbon/ZnO framework for high-performance lithium-ion battery
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作者 Congcong Liu Yang Yang +6 位作者 Yu Yao Tao Dai Shitan Xu Shoumeng Yang Ghulam Ali Xianhong Rui Yan Yu 《Nano Materials Science》 2026年第2期298-306,共9页
Silicon possesses a high theoretical capacity,making it a potential contender for lithium-ion battery(LIB)anodes.Nonetheless,its practical usage is challenged by low electrical conductivity and significant volume expa... Silicon possesses a high theoretical capacity,making it a potential contender for lithium-ion battery(LIB)anodes.Nonetheless,its practical usage is challenged by low electrical conductivity and significant volume expansion during cycling.Here,we synthesized a novel silicon/carbon(Si/C)anode doped with ZnO via a template-derived method and high-temperature carbonization.The carbon structure,originated from metal-organic frameworks(MOFs)and ZnO doping,substantially enhanced the electrochemical properties of the composite material.It exhibited an initial capacity of 2100.3 mA h g^(-1)at a current density of 0.2 A g^(-1)and demonstrated excellent capacity retention over successive cycles.Moreover,the composite material displayed superior rate performance at higher current densities of 2 A g^(-1)and 3 A g^(-1).To address the low initial Coulombic efficiency(ICE)of siliconbased materials,we adopted a direct contact prelithiation approach and optimized the lithiation process by controlling the prelithiation time.After 30 min of prelithiation,the ICE reached 97.9%,thereby reducing the initial irreversible capacity loss(ICL)and realizing stable discharge-charge in subsequent cycles.This rational design provides valuable insights for achieving high-performance silicon anode. 展开更多
关键词 Metal-organic frameworks SILICON ZNO Prelithiation Lithium-ion batteries
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An electrochemical immunosensor based on an antibody-ferrocene-functionalized covalent organic framework
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作者 Qiang Fang Yingbo Lu +3 位作者 Jianying Huang Cheng Zhang Jing Wu Shijun Li 《Chinese Chemical Letters》 2026年第2期401-406,共6页
High-sensitive quantitative determination of alpha-fetoprotein(AFP)is of crucial importance for early clinical diagnosis of cancers.Herein,an AuNPs-free electrochemical immunosensor(Ab1-Fc-COF)was prepared from a carb... High-sensitive quantitative determination of alpha-fetoprotein(AFP)is of crucial importance for early clinical diagnosis of cancers.Herein,an AuNPs-free electrochemical immunosensor(Ab1-Fc-COF)was prepared from a carboxylic group enriched COF by post-functionalization with detecting antibody(Ab1)and ferrocene(Fc),and used for electrochemical detection of AFP.Due to the small,homogeneous pore size of the COF,Ab1 with a big size was immobilized on the surface of the COF,while Fc with a small size was covalently modified both on the surface and in the pores of COF.The covalently immobilized Ab1 was quite stable and beneficial to specifically detect AFP biomarkers.Meanwhile,the enriched Fc molecules not only improved the conductivity of the COF,but also effectively transferred and amplified the electrochemical signal.This proposed immunosensor exhibited high sensitivity in detecting AFP with a detection limit of 0.39 pg/mL(S/N of 3:1)and a wide linear response range spanning from 1 pg/mL to 100 ng/mL when plotted against logarithmic concentrations.Furthermore,this immunosensor showed excellent selectivity,stability and reproducibility in the testing of real samples.This study presents an innovative prototype for construction of a precious metal-free,antibody-directly-immobilized,simple and stable electrochemical immunoprobe. 展开更多
关键词 Covalent organic frameworks Post-functionalization FERROCENE Electrochemical immunosensors ALPHA-FETOPROTEIN
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A Multi-Objective Adaptive Car-Following Framework for Autonomous Connected Vehicles with Deep Reinforcement Learning
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作者 Abu Tayab Yanwen Li +5 位作者 Ahmad Syed Ghanshyam G.Tejani Doaa Sami Khafaga El-Sayed M.El-kenawy Amel Ali Alhussan Marwa M.Eid 《Computers, Materials & Continua》 2026年第2期1311-1337,共27页
Autonomous connected vehicles(ACV)involve advanced control strategies to effectively balance safety,efficiency,energy consumption,and passenger comfort.This research introduces a deep reinforcement learning(DRL)-based... Autonomous connected vehicles(ACV)involve advanced control strategies to effectively balance safety,efficiency,energy consumption,and passenger comfort.This research introduces a deep reinforcement learning(DRL)-based car-following(CF)framework employing the Deep Deterministic Policy Gradient(DDPG)algorithm,which integrates a multi-objective reward function that balances the four goals while maintaining safe policy learning.Utilizing real-world driving data from the highD dataset,the proposed model learns adaptive speed control policies suitable for dynamic traffic scenarios.The performance of the DRL-based model is evaluated against a traditional model predictive control-adaptive cruise control(MPC-ACC)controller.Results show that theDRLmodel significantly enhances safety,achieving zero collisions and a higher average time-to-collision(TTC)of 8.45 s,compared to 5.67 s for MPC and 6.12 s for human drivers.For efficiency,the model demonstrates 89.2% headway compliance and maintains speed tracking errors below 1.2 m/s in 90% of cases.In terms of energy optimization,the proposed approach reduces fuel consumption by 5.4% relative to MPC.Additionally,it enhances passenger comfort by lowering jerk values by 65%,achieving 0.12 m/s3 vs.0.34 m/s3 for human drivers.A multi-objective reward function is integrated to ensure stable policy convergence while simultaneously balancing the four key performance metrics.Moreover,the findings underscore the potential of DRL in advancing autonomous vehicle control,offering a robust and sustainable solution for safer,more efficient,and more comfortable transportation systems. 展开更多
关键词 Car-following model DDPG multi-objective framework autonomous connected vehicles
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The Impact of Entrepreneurial Spirit on Firm-Level New Quality Productive Forces:An Empirical Analysis Based on the TOE Framework
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作者 Guo Yanqing Zhang Qiao 《Contemporary Social Sciences》 2026年第1期35-51,共17页
Accelerating the development of new quality productive forces(NQPF),with innovation at its core,has become essential for firm growth in the new era.Drawing on financial data from China's A-share listed companies s... Accelerating the development of new quality productive forces(NQPF),with innovation at its core,has become essential for firm growth in the new era.Drawing on financial data from China's A-share listed companies spanning the period 2010–2023,this study empirically investigates the impact of entrepreneurial spirit on firm-level NQPF.The results indicate that entrepreneurial spirit significantly promotes firm-level NQPF.Mechanism analysis indicates that entrepreneurial effort—underpinned by technological capital accumulation,effective incentive and constraint mechanisms,and a competitive market environment—plays a mediating role in this relationship.Further heterogeneity analysis reveals that,amid China's economic transition,the positive effects of entrepreneurial spirit are more pronounced in non-state-owned enterprises,high-tech firms,and newly established firms.Accordingly,systematic efforts should be pursued across the technological,organizational,and environmental(TOE)dimensions to optimize the cultivation of entrepreneurial spirit.In particular,greater emphasis should be placed on productive entrepreneurial spirit and the constructive role of entrepreneurial effort,so as to fully leverage their contribution to the advancement of firm-level NQPF. 展开更多
关键词 TOE framework entrepreneurial spirit firm-level NQPF entrepreneurial effort
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Metal-organic frameworks for gas sensors:comprehensive review from principal,fabrication to application
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作者 Soon Hyeong So Seung Yong Lee +4 位作者 Hohyung Kang Hyegi Min Hee-Tae Jung Kyu Hyoung Lee Dae Woo Kim 《International Journal of Extreme Manufacturing》 2026年第1期1-31,共31页
Gas sensors are valuable tools for human applications,and extensive research has been conducted in this field.However,practical implementation has yet to be fully realized.In response,efforts have been made to explore... Gas sensors are valuable tools for human applications,and extensive research has been conducted in this field.However,practical implementation has yet to be fully realized.In response,efforts have been made to explore metal-organic frameworks(MOFs),a novel class of porous materials,as potential solutions.MOFs exhibit exceptional porosity and highly tunable chemical compositions and structures,giving rise to a wide range of unique physical and chemical properties.Significant progress has been achieved in developing MOF-based gas sensors,improving sensing performance for various gases.This review aims to provide a comprehensive understanding of MOF-based gas sensors,even for readers unfamiliar with MOFs and gas sensors.It covers the working principles of these sensors,fundamental concepts of MOFs,strategies for tuning MOF properties,fabrication techniques for MOF films,and recent studies on MOF and MOF-derivative gas sensors.Finally,current challenges,overlooked aspects,and future directions for fully exploiting the potential of MOFs in gas sensor development are discussed. 展开更多
关键词 metal organic framework gas sensor gas transport FABRICATION REVIEW
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Harnessing metal-organic frameworks to boost efficiency,stability,and safety in perovskite photovoltaics
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作者 Qili Song Weiting Chen +2 位作者 Tengfei Kong Peng Gao Dongqin Bi 《Journal of Energy Chemistry》 2026年第3期426-447,共22页
Lead-halide perovskite solar cells(PSCs)have rapidly achieved certified efficiencies>27%,rivaling silicon photovoltaics.However,their commercialization is hindered by intrinsic material challenges:poor operational ... Lead-halide perovskite solar cells(PSCs)have rapidly achieved certified efficiencies>27%,rivaling silicon photovoltaics.However,their commercialization is hindered by intrinsic material challenges:poor operational stability under moisture,heat,and light;toxic lead leakage from degraded films.Metal-organic frameworks(MOFs),with their unique framework structure,large specific surface area,high heavy metal capturing capacity,and tunable conductivity,offer promising solutions to these issues.Recent studies have integrated MOFs into PSCs architectures to enhance performance and durability.This comprehensive review begins with an in-depth discussion of the structure,optical properties,electrical characteristics,and stability of MOFs,as well as their theoretical compatibility with perovskites.Subsequently,it provides a detailed analysis of how MOFs enhance charge carrier transport,promote perovskite crystallinity,improve device stability,and suppress lead leakage in PSCs.In summary,this review examines the research progress and potential of integrating MOFs with perovskites to address the critical PSCs challenges of efficiency,instability,and toxicity. 展开更多
关键词 Metal-organic frameworks Perovskite solar cells CRYSTALLIZATION STABILITY Lead leakage
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Hybridization of polyoxometalates and metal-organic frameworks for effective tumor chemodynamic therapy and sonodynamic therapy
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作者 Runjie Wang Zhengya Yue +4 位作者 Wei Feng Yuan Sun Xin Hai Lei Wang Tiedong Sun 《Nano Materials Science》 2026年第1期244-253,共10页
Metal-organic frameworks(MOFs)with high porosity,specific surface area,and unique topologies are highly regarded for their applications in photocatalysis,medical treatment,and environmental pollutant degradation.Howev... Metal-organic frameworks(MOFs)with high porosity,specific surface area,and unique topologies are highly regarded for their applications in photocatalysis,medical treatment,and environmental pollutant degradation.However,due to the limitations of the tumor microenvironment(TME),traditional MOFs have limited efficacy in this environment.This paper designs multi-metal oxide-based heterostructure POMOFs nanoreactors with a nesting doll-like structure.This new structure not only exhibits therapeutic effects in TME but also utilizes ultrasound(US)to enhance the release of reactive oxygen species(ROS)for CDT&SDT co-therapy,becoming an effective sound sensitizer for destroying tumor cells.In summary,our study proposes an idea for constructing multi-metal oxide-based heterostructure MOFs nanoreactors material with a nesting doll-like structure to enhance ROS release and synergistically treat tumor diseases. 展开更多
关键词 Metal-organic frameworks POLYOXOMETALATES Chemodynamic therapy Sonodynamic therapy Heterogeneous structure
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Porphyrin-based metal-organic frameworks for photocatalytic carbon dioxide reduction:Current understanding and challenges
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作者 Hao Wu Rui Liu +1 位作者 Donghui Li Yun Hau Ng 《Nano Materials Science》 2026年第1期183-206,共24页
Photocatalytic carbon dioxide reduction reaction(CO_(2)RR)is a carbon-neutral strategy to address global energy use and its impact on climate.Metal oxide and metal chalcogenide catalysts are the most investigated cata... Photocatalytic carbon dioxide reduction reaction(CO_(2)RR)is a carbon-neutral strategy to address global energy use and its impact on climate.Metal oxide and metal chalcogenide catalysts are the most investigated catalysts for photocatalytic CO_(2)RR.Unfortunately,low CO_(2)adsorption ability and limited active sites of metal oxide and metal chalcogenide catalysts for CO_(2)RR make them less competitive compared to their industrial counterparts.Inspired by applications of porphyrin-based metal-organic framework(MOF)catalysts for hydrogen evolution and photodynamic therapy,the investigations of these porphyrin-based MOFs,including pristine and composite porphyrin-based MOFs in photocatalytic CO_(2)RR,have attracted significant attention in the last five years due to their excellent CO_(2)adsorption capacities,high porosity,high stability,exceptional optoelectronic properties,and multi-functionality.However,due to the difference in photocatalytic CO_(2)RR,several critical issues need to be addressed to achieve the rational design of advanced porphyrin-based MOF photocatalysts to improve activity,selectivity,and stability for CO_(2)RR.Here,we review recent developments in the field of porphyrin-based MOF CO_(2)RR photocatalysts,along with critical issues,challenges,and perspectives concerning porphyrin-based MOF catalysts for photocatalytic CO_(2)RR. 展开更多
关键词 PORPHYRIN Metal-organic framework PHOTOCATALYST Carbon dioxide conversion Charge separation
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Metal-organic frameworks for sustainable recovery of precious metals:Advances in synthesis,applications,and multiscale mechanisms
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作者 Baocheng Zhou Guo Lin +3 位作者 Shixing Wang Tu Hu Yunfei An Libo Zhang 《International Journal of Minerals,Metallurgy and Materials》 2026年第2期417-445,共29页
The recovery of precious metals(PMs)from secondary resources is critical for addressing global supply-chain vulnerabilities and sustainable resource utilization.This review systematically examines the transformative p... The recovery of precious metals(PMs)from secondary resources is critical for addressing global supply-chain vulnerabilities and sustainable resource utilization.This review systematically examines the transformative potential of metal-organic frameworks(MOFs)as next-generation adsorbents for PM recovery,focusing on their synthesis,functionalization,and multiscale adsorption mechanisms.We critically analyze conventional pyrometallurgical and hydrometallurgical methods and highlight their limitations in terms of selectivity,energy consumption,and secondary pollution.In contrast,MOFs offer tunable porosity,abundant active sites,and tunable surface chemistry,enabling efficient PM capture via synergistic physical and chemical adsorption.Advanced modification techniques,including direct synthesis and post-synthetic modification,are reviewed to propose strategies for enhancing the adsorption kinetics and selectivity for Au,Ag,Pt,and Pd.Key structure-property relationships are established through multiscale characterization and thermodynamic models,revealing the critical roles of hierarchical porosity,soft donor atoms,and framework stability.Industrial challenges,such as aqueous stability and scalability,are addressed via Zr-O bond strengthening,hydrophobic functionalization,and support immobilization.This study consolidates the experimental and theoretical advances in MOF-based PM recovery and provides a roadmap for translating laboratory innovations into practical applications within the circular-economy framework. 展开更多
关键词 metal-organic frameworks precious metal recovery FUNCTIONALIZATION ADSORPTION MECHANISMS circular economy
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