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Intelligent Human Interaction Recognition with Multi-Modal Feature Extraction and Bidirectional LSTM
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作者 Muhammad Hamdan Azhar Yanfeng Wu +4 位作者 Nouf Abdullah Almujally Shuaa S.Alharbi Asaad Algarni Ahmad Jalal Hui Liu 《Computers, Materials & Continua》 2026年第4期1632-1649,共18页
Recognizing human interactions in RGB videos is a critical task in computer vision,with applications in video surveillance.Existing deep learning-based architectures have achieved strong results,but are computationall... Recognizing human interactions in RGB videos is a critical task in computer vision,with applications in video surveillance.Existing deep learning-based architectures have achieved strong results,but are computationally intensive,sensitive to video resolution changes and often fail in crowded scenes.We propose a novel hybrid system that is computationally efficient,robust to degraded video quality and able to filter out irrelevant individuals,making it suitable for real-life use.The system leverages multi-modal handcrafted features for interaction representation and a deep learning classifier for capturing complex dependencies.Using Mask R-CNN and YOLO11-Pose,we extract grayscale silhouettes and keypoint coordinates of interacting individuals,while filtering out irrelevant individuals using a proposed algorithm.From these,we extract silhouette-based features(local ternary pattern and histogram of optical flow)and keypoint-based features(distances,angles and velocities)that capture distinct spatial and temporal information.A Bidirectional Long Short-Term Memory network(BiLSTM)then classifies the interactions.Extensive experiments on the UT Interaction,SBU Kinect Interaction and the ISR-UOL 3D social activity datasets demonstrate that our system achieves competitive accuracy.They also validate the effectiveness of the chosen features and classifier,along with the proposed system’s computational efficiency and robustness to occlusion. 展开更多
关键词 Human interaction recognition keypoint coordinates grayscale silhouettes bidirectional long shortterm memory network
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Multiple host-vip and metal coordination interactions induce supramolecular assembly and structural transition
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作者 Shengyong Liu Hui Li +3 位作者 Wei Zhang Yan Zhang Yan Dong Wei Tian 《Chinese Chemical Letters》 2025年第6期468-472,共5页
Three monomers,namely A2,B2,and GH,were designed and synthesized.By utilizing double host-vip interactions,the monomers A2+B2+GH underwent self-assembly to form a supramolecular linear polymer(SLP)at high concentrat... Three monomers,namely A2,B2,and GH,were designed and synthesized.By utilizing double host-vip interactions,the monomers A2+B2+GH underwent self-assembly to form a supramolecular linear polymer(SLP)at high concentrations.Long fibers could be pulled from the concentrated SLP solution.Upon the addition of PdCl_(2)(PhCN)_(2)into the SLP solution,a structural transformation occurred from SLP to a supramolecular crosslinked polymer(SCP)through metal coordination interaction.This transformation induced fluorescence quenching,test paper strips for ion detection experiment confirmed that the SLP had good detection ability for Pd^(2+).Furthermore,the SCP underwent a transformation into a gel when the concentration exceeded 145 mmol/L.The SCP gel demonstrated sensitivity to different stimuli,such as K^(+)ions and changes in temperature,accompanied by a reversible transition between sol and gel states.Additionally,rheological analyses indicated that the gel possessed favorable self-healing properties. 展开更多
关键词 SELF-ASSEMBLY Supramolecular chemistry Macrocycles Host-vip interaction Metal coordination
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Structure and Fluorescence Property of a 2D Bilayer Cd(Ⅱ) Coordination Polymer Induced by H-bonding and π-π Interaction 被引量:4
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作者 胡劲松 刘希慧 +2 位作者 何杰 石建军 邢宏龙 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2013年第5期739-743,共5页
Solvothermal reactions of 4,4'-oxybis(benzoic acid) (H2oba) with 1,3-dipyridyl benzene (1,3-dpb) produced a two-dimensional (2D) cadmium(Ⅱ) coordination polymer {[Cd(oba)(dpb)]·H2O}n (1). The co... Solvothermal reactions of 4,4'-oxybis(benzoic acid) (H2oba) with 1,3-dipyridyl benzene (1,3-dpb) produced a two-dimensional (2D) cadmium(Ⅱ) coordination polymer {[Cd(oba)(dpb)]·H2O}n (1). The complex was characterized by elemental analysis, IR spectroscopy, and X-ray single-crystal diffraction. It crystallizes in the monoclinic system, space group C2/c with a = 13.6692(9), b = 25.9647(17), c = 8.7912(6) , α = 125.0370(10), γ = 2544.7(3)°, V = 2544.7(3) 3, C30H22N2O6Cd, Mr = 618.91, Dc =1.609 g/cm3, F(000) = 1248, μ = 0.904 mm-1 and Z = 4. The neighboring Cd(Ⅱ) ions are linked by oba2-anions and 1,3-dpb to form an infinitely 2D wavelike sheet, and two such 2D sheets are interlocked with each other by H-bonding to form a 2D → 2D structure. The adjacent two groups of interlocked structures are further linked to form a bilayer 2D supramolecular network by π-π interactions. In addition, the fluorescence property of 1 was also studied. 展开更多
关键词 coordination polymer H-bonding ^-n interaction FLUORESCENCE
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Interesting Weak Interactions in Three Silver Coordination Polymers Based on Tetrafluorobenzenedicarboxylate and Benzonitrile Ligands 被引量:2
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作者 刘淑芹 李晓娟 +2 位作者 狄玲 丁保君 张建军 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2013年第7期969-974,共6页
The assembly reactions of o- (or m-, or p-) tetrafluorobenzenedicarboxylic acid (denoted as o-H2L, m-H2L and p-HzL, respectively), benzonitrile and Ag+ ion led to three compounds: [Ag2(PhCN)2(o-HL)2]n (1),... The assembly reactions of o- (or m-, or p-) tetrafluorobenzenedicarboxylic acid (denoted as o-H2L, m-H2L and p-HzL, respectively), benzonitrile and Ag+ ion led to three compounds: [Ag2(PhCN)2(o-HL)2]n (1), [Ag2(PhCN)2(m-HL)2]n (2) and [Ag2(PhCN)2(p-L)], (3). 1 and 2 feature a 1D coordination chain, while 3 bears a 2D net structure. A variety of weak interactions are observed in the compounds. Strong nwrinteractions connect the 1D chains into a 3D supramolecular network in 1. Hydrogen bonds connect the chains into layers in 2. Three types of interesting π-π interactions also assemble the 2D layers into a 3D overall structure in 3. 展开更多
关键词 coordination polymers crystal structure weak interactions
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Functional copolymer binder for nickel-rich cathode with exceptional cycling stability at high temperature through coordination interaction 被引量:2
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作者 Mihan Jin Bing Li +3 位作者 Linlin Hu Peiyu Zhao Qilu Zhang Jiangxuan Song 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2021年第9期156-161,共6页
Nickel-rich layered oxide LiNi_(1-x-y)Co_(x)Al_yO_(2)(NCA) with high theoretical capacity is a promising cathode material for the next-generation high-energy batteries.However,it undergoes a rapid capacity fading when... Nickel-rich layered oxide LiNi_(1-x-y)Co_(x)Al_yO_(2)(NCA) with high theoretical capacity is a promising cathode material for the next-generation high-energy batteries.However,it undergoes a rapid capacity fading when operating at high temperature due to the accelerated cathode/electrolyte interfacial reactions and adhesive efficacy loss of conventional polyvinylideneffuoride(PVdF) binder.Herein,poly(acrylonitrile-co-methyl acrylate) copolymer is designed with electron-rich-C≡N groups as a novel binder for LiNi_(0.8)Co_(0.1)Al_(0.1)O_(2) cathode at high temperature.The electron-rich-C≡N groups are able to coordinate with the active Ni^(3+) on the surface of NCA,alleviating electrolyte decomposition and cathode structure degradation.Moreover,the strong adhesive ability is conducive to maintain integrity of electrodes upon cycling at 55℃.In consequence,the NCA electrodes with this functional binder display improved cycling stability(81.5% capacity retention after 100 cycles) and rate performance at 55℃. 展开更多
关键词 Polymer binder Nickel-rich cathode coordination interaction High temperature Lithium-ion batteries
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The Interaction of Cobalt (Ⅲ) Mixed-Ligand Coordination Compound Containing Dipyrido[3,2-a:2′,3′-c] phenazine With Calf Thymus DNA - 被引量:3
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作者 Lan JIN Pin YANG (State Key Laboratory of Coordination Chemistry, Nanjing University, Nanjing 210093: Institute of Molecular Science, Shanxi University. Taiyuan 030006) 《Chinese Chemical Letters》 SCIE CAS CSCD 1997年第6期551-552,共2页
The binding of Co (phen)2dppz3+ to calf thymus DNA,as investigated using absorption spectroscopy. viscosity and electrophoresis measurements,here dppz is dipyrido[3, 2-a: 2'3'-c]phenazine. The compound shows a... The binding of Co (phen)2dppz3+ to calf thymus DNA,as investigated using absorption spectroscopy. viscosity and electrophoresis measurements,here dppz is dipyrido[3, 2-a: 2'3'-c]phenazine. The compound shows absorption hypochromicity and the specific viscosity increased upon binding to calf thymus DNA The complex is also shown to be more efficient photosensitisers for single strand breaks in plasmid DNA 展开更多
关键词 phenazine With Calf Thymus DNA Figure Mixed-Ligand coordination Compound Containing Dipyrido[3 2-a The interaction of Cobalt
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New insights into the long-range interaction mechanism of nitrogen reduction
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作者 Yumeng Cheng Wei Chen +1 位作者 Cheng He Wenxue Zhang 《Journal of Energy Chemistry》 2025年第7期842-851,共10页
Catalysts with asymmetric coordination exhibit excellent electrocatalytic activity due to changes in the active sites,which affect the arrangement of reactants and catalytic activity/selectivity.Hence,the exploration ... Catalysts with asymmetric coordination exhibit excellent electrocatalytic activity due to changes in the active sites,which affect the arrangement of reactants and catalytic activity/selectivity.Hence,the exploration of the inherent characteristics of active sites within diverse coordination environments holds great significance for the experimental design of catalytic structures.Single-atom catalysts(SACs)characterized by high coordination with four carbons(26 candidates)and low coordination with dinitrogen(27candidates)are constructed using nitrogen-doped graphdiyne derivatives(NGDY)as the substrate.Additionally,5 species of dual-atom catalysts(DACs)with coexistence of both high and low coordination sites are also developed and their nitrogen reduction reaction(NRR)activities are systematically investigated by density functional theory.The results indicate that metals with low coordination exhibit superior catalytic performance,such as Mo^(L)-NGDY(U_(L)=-0.30 V)and Nb^(L)-NGDY(U_(L)=-0.32 V).Furthermore,machine learning(ML)methods have deeply analyzed and elucidated the primary intrinsic characteristics that influence catalytic performance.These results not only unveil the underlying mechanisms behind the exceptional catalytic performance exhibited by low-coordination metal atoms,but also provide relevant and significant descriptors.More importantly,based on an investigation of the catalytic activity of a series of DACs,the“buffer and low-coordination accumulate”asymmetric coordination mechanism is proposed to unveil the long-range interactions between low and high coordination atoms.Due to this remote communication,MoNb-NGDY(U_(L)=-0.09/-0.37 V)exhibits the best NRR activity.This mechanism provides valuable insights into the origin of long-range bipartite interactions and inspires the design and synthesis of NRR catalysts with different coordination environments. 展开更多
关键词 Nitrogen reduction Asymmetric coordination DAC Machine learning Long-range interactions
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Effect of noncovalent complexations on coordination interactions in a tricomponent system ofβ-cyclodextrin,copper chloride and hexamethylene tetramine
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作者 Jing Yang Le Xin Song +2 位作者 Zheng Dang Shu Zhen Pan Fang Yun Du 《Chinese Chemical Letters》 SCIE CAS CSCD 2011年第11期1347-1350,共4页
This study reveals that the noncovalent complexation betweenβ-CD and Cu(HMTA)^(2+) makes a positive contribution to the coordination interaction between Cu^(2+) and HMTA in a tricomponent system.Besides,mono-... This study reveals that the noncovalent complexation betweenβ-CD and Cu(HMTA)^(2+) makes a positive contribution to the coordination interaction between Cu^(2+) and HMTA in a tricomponent system.Besides,mono- and binuclear complexes:[β-CDCu]~+ and[Cu·β-CDCu]~+ were observed under the condition of ESI-MS. 展开更多
关键词 Noncovalent complexation coordination interaction Β-CYCLODEXTRIN Copper chloride
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Rare π_5~6…Pb Interactions in a Two-dimensional Metal-organic Coordination Polymer with Two Distinct Kinds of Axially Chiral Units
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作者 陈新 张明星 黄坤林 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2012年第11期1601-1607,共7页
A new metal-organic coordination polymer [Pb(mfpdc)(CH3OH)]n (1, mfpdc = 2,6-dimethyl-4-(2-furanyl) pyridine-3,5-dicarboxylate) was synthesized and characterized by single-crystal X-ray analyses. The crystal i... A new metal-organic coordination polymer [Pb(mfpdc)(CH3OH)]n (1, mfpdc = 2,6-dimethyl-4-(2-furanyl) pyridine-3,5-dicarboxylate) was synthesized and characterized by single-crystal X-ray analyses. The crystal is orthorhombic, space group Pbca, a = 15.6297(18), b = 9.4803(11), c = 18.598(2) A, V= 2755.8(6) A3, Z = 8, Mr= 498.44, Dc= 2.403 Mg/m3, F(000) = 1872, the final R = 0.0275 and wR = 0.0726 (1 〉 2σ(I)). There are interesting polynuclear zigzag (PbOs)n chains in the structure of 1, and there have interesting axially chiral S- and R-unit Pb4L units constructed from prochiral organic ligands through C-H...O bonding. The (R/S)-Pb4L units by sharing Pb centers generate a 2-D coordination network, in which there exist rare n65Pb (3.2610 A) interactions. The solid-state photoluminescent emission of compound 1 appears at 487 nm. 展开更多
关键词 axially chiral unit coordination polymer metal...π interaction PB PHOTOLUMINESCENCE
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Ultra-robust Metallosupramolecular Hydrogels with Unprecedented Self-recoverability using Asymmetrically Distributed Carboxyl-Fe3+Coordination Interactions
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作者 Zhao-Yang Yuan Zhen-Xing Cao +5 位作者 Rui Wu Hui Li Qiong-Jun Xu Hai-Tao Wu Jing Zheng Jin-Rong Wu 《Chinese Journal of Polymer Science》 SCIE EI CAS CSCD 2023年第2期250-257,共8页
Recently,numerous mechanically robust synthetic hydrogels have been created.However,unlike natural loading-bearing materials such as cartilages and muscles,most hydrogels have inherently contradictory requirements,obs... Recently,numerous mechanically robust synthetic hydrogels have been created.However,unlike natural loading-bearing materials such as cartilages and muscles,most hydrogels have inherently contradictory requirements,obstructing the design of hydrogels with characteristics of robustness and rapid self-recoverability.Herein,we present a facile strategy for constructing mechanically robust and rapidly self-recoverable hydrogels.The linear poly(acrylamide-co-itaconic acid)chains crosslink via coordination bonds and minimal chemical crosslinkers to form the hydrogel network.Such design endows the coordination interactions to be asymmetrically distributed.Under deformation,the coordination interactions exhibit a reversible dissociation-and-reorganization property,demonstrating a new mechanism for energy dissipation and stress redistribution.Thus,the hydrogels possess tensile strength up to 12.5 MPa and toughness up to 28.2 MJ/m3.Moreover,the inherent dynamic nature of the coordination bonds imparts these hydrogels with stretch rate-and temperature-dependent mechanical behavior as well as excellent self-recovery performance.The method employed in this study is universal and is applicable to other polymers with load-bearing yet rapid recovery conditions.This study will facilitate diverse applications of most metallosupramolecular hydrogels. 展开更多
关键词 Metallosupramolecular hydrogels coordination interactions Self-recoverability
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A Q-based integrating interaction framework system for multi-agent coordination
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作者 王振杰 盛焕烨 肖正光 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第4期424-433,共10页
Interaction is one of the crucial features of multl-agent systems, in which there are two kinds of interaction: agent-to-agent and human-to-agent. In order to unify the two kinds of interaction while designing multi-... Interaction is one of the crucial features of multl-agent systems, in which there are two kinds of interaction: agent-to-agent and human-to-agent. In order to unify the two kinds of interaction while designing multi-agent systems, this paper introduces Q language-a scenario description language for designing interaction among agents and humans. Based on Q, we propose an integrating interaction framework system for multi-agent coordination, in which Q scenarios are used to uniformly describe both kinds of interactions. Being in accordance to the characteristics of Q language, the Q-based framework makes the interaction process open and easily understood by the users. Additionally, it makes specific applications of multi-agent systems easy to be established by application designers. By applying agent negotiation in agent-mediated e-commerce and agent cooperation in interoperable information query on the Semantic Web, we illustrate how the presented framework for multi-agent coordination is implemented in concrete applications. At the same time, these two different applications also demonstrate usability of the presented framework and verify validity of Q language. 展开更多
关键词 interaction description language multi-agent coordination e-commence semantic web
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Interaction of Waves, Surface Currents, and Turbulence: the Application of Surface-Following Coordinate Systems
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作者 Jenkins Alastair D 《Journal of Ocean University of China》 SCIE CAS 2007年第4期319-331,共13页
Surface waves comprise an important aspect of the interaction between the atmosphere and the ocean, so a dynamically consistent framework for modelling atmosphere-ocean interaction must take account of surface waves, ... Surface waves comprise an important aspect of the interaction between the atmosphere and the ocean, so a dynamically consistent framework for modelling atmosphere-ocean interaction must take account of surface waves, either implicitly or explicitly. In order to calculate the effect of wind forcing on waves and currents, and vice versa, it is necessary to employ a consistent formula- tion of the energy and momentum balance within the airflow, wave field, and water column. It is very advantageous to apply sur- face-following coordinate systems, whereby the steep gradients in mean flow properties near the air-water interface in the cross-interface direction may be resolved over distances which are much smaller than the height of the waves themselves. We may account for the waves explicitly by employing a numerical spectral wave model, and applying a suitable theory of wave–mean flow interaction. If the mean flow is small compared with the wave phase speed, perturbation expansions of the hydrodynamic equations in a Lagrangian or generalized Lagrangian mean framework are useful: for stronger flows, such as for wind blowing over waves, the presence of critical levels where the mean flow velocity is equal to the wave phase speed necessitates the application of more general types of surface-following coordinate system. The interaction of the flow of air and water and associated differences in temperature and the concentration of various substances (such as gas species) gives rise to a complex boundary-layer structure at a wide range of vertical scales, from the sub-millimetre scales of gaseous diffusion, to several tens of metres for the turbulent Ekman layer. The bal- ance of momentum, heat, and mass is also affected significantly by breaking waves, which act to increase the effective area of the surface for mass transfer, and increase turbulent diffusive fluxes via the conversion of wave energy to turbulent kinetic energy. 展开更多
关键词 wind-wave-current interaction coordinate systems upper-ocean turbulence air-sea exchange of momentum heat andmass
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AN OVERVIEW ON THE URBAN-RURAL INTERACTION IN THE PAST 50 YEARS IN CHINA 被引量:4
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作者 Qi Lu Jin-yan Zhan Kang-won Lee 《Chinese Geographical Science》 SCIE CSCD 2001年第3期2-9,共8页
China is a country with a long history of agricultural development,the tr adition of bureaucratic administra-tion and economic management system s for the social development.In its t ransition from traditional society... China is a country with a long history of agricultural development,the tr adition of bureaucratic administra-tion and economic management system s for the social development.In its t ransition from traditional society to modern soci-ety during the past 50years,the rela tions between rural areas and urban a reas have been kept abnormal if considered from the point of view of the modernized co untries.Today,China still has its more than 70percent of population,bu t limited capital,lower technology and underdeveloped culture,in the rural areas.This unbalance forms not only the o bstacles to China’s modernization of social development,but also the barriers to th e society,economy and environment sustainable devel-opment.This paper focuses on the dis cussion about the coordinate develo pment of the relations between rural and urban in the past 50years,and the authors hold that only has the abnormal relation between the two areas been corrected,could China’s future development of natio nal economy be successful. 展开更多
关键词 urban-rural interaction coordin ATE DEVELOPMENT of urban-rural RELA tion DEVELOPMENT of national econo-my
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Exploring the historical evolution of tourism-environment interaction in protected area:A case study of Mt. Bogda 被引量:2
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作者 PAN Xumei YANG Zhaoping HAN Fang 《Journal of Geographical Sciences》 SCIE CSCD 2022年第1期177-193,共17页
Protected areas have a double mandate of both "protection" and "use." Naturebased tourism is considered an effective tool in terms of environmental conservation. Understanding the causes and conseq... Protected areas have a double mandate of both "protection" and "use." Naturebased tourism is considered an effective tool in terms of environmental conservation. Understanding the causes and consequences of a spatiotemporal succession of tourism construction is an important channel to explore the changes of tourism-environment interaction in the protected area. To analyze the spatio-temporal variations in tourism construction lands, we adopted Mt. Bogda as an example. We systematically quantified the interaction between these changes and environmental variables and explored the evolution process of tourism-environment interaction of the mountainous protected area in the northwest arid region. Our results revealed the following:(1) In the Bogda protected area, the proportion of tourism construction lands first appeared to be increasing, then decreasing dramatically, and finally growing slowly. The spatial expansion of tourism construction lands followed the "core-periphery" pattern, respectively showing shapely infilling, reasonable agglomeration, barycenter shift, and outlying growth from 1990 to 2018 as the stages of concentrating on the core.(2) The higher land-use intensity of tourism construction drove the changes of landscape fragmentation, diversity, stability, primitive, and nature degree in the protected area. The coupling coordination between tourism and the environment in the Bogda area decreased at first, and then slowly increased. Meanwhile, tourism did not cause irreversible damage to the natural environment, and the coupling coordination degree between tourism and the environment was still in the state of balanced development. It expressed the states of original balanced, development exceeds environment and barely balanced, and superiorly balanced. The historical evolution of tourism-environment interaction in Bogda reflects the pattern of periodic changes in China’s protected areas to a certain extent. 展开更多
关键词 tourism-environment interaction mountain world natural heritage site land use and land cover coupling coordination of tourism-environment
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Recognition Interactions of Metal-complexing Imprinted Polymer 被引量:5
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作者 Liu, Y Ding, GS De Wang, J 《Chinese Chemical Letters》 SCIE CAS CSCD 2005年第6期797-800,共4页
Molecularly imprinted polymer, exhibiting considerable enantioselectivity for L-mandelic acid, was prepared using metal coordination-chelation interaction. By evaluating the recognition characteristics in the chromato... Molecularly imprinted polymer, exhibiting considerable enantioselectivity for L-mandelic acid, was prepared using metal coordination-chelation interaction. By evaluating the recognition characteristics in the chromatographic mode, the recognition interactions were proposed: specific and nonspecific metal coordination-chelation interaction and hydrophobic interaction were responsible for substrate binding on metal-complexing imprinted polymer; while the selective recognition only came from specific metal coordination-chelation interaction and specific hydrophobic interaction. 展开更多
关键词 Molecularly imprinted polymer metal coordination-chelation interaction recognition interaction enantioseparation.
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Interaction model estimation-based robotic force-position coordinated optimization for rigid-soft heterogeneous contact tasks
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作者 Haochen Zheng Xueqian Zhai +3 位作者 Hongmin Wu Jia Pan Zhihao Xu Xuefeng Zhou 《Biomimetic Intelligence & Robotics》 2025年第1期77-86,共10页
Inspired by Model Predictive Interaction Control(MPIC),this paper proposes differential models for estimating contact geometric parameters and normal-friction forces and formulates an optimal control problem with mult... Inspired by Model Predictive Interaction Control(MPIC),this paper proposes differential models for estimating contact geometric parameters and normal-friction forces and formulates an optimal control problem with multiple constraints to allow robots to perform rigid-soft heterogeneous contact tasks.Within the MPIC,robot dynamics are linearized,and Extended Kalman Filters are used for the online estimation of geometry-aware parameters.Meanwhile,a geometry-aware Hertz contact model is introduced for the online estimation of contact forces.We then implement the force-position coordinate optimization by incorporating the contact parameters and interaction force constraints into a gradient-based optimization MPC.Experimental validations were designed for two contact modes:“single-point contact”and“continuous contact”,involving materials with four different Young’s moduli and tested in human arm“relaxation-contraction”task.Results indicate that our framework ensures consistent geometry-aware parameter estimation and maintains reliable force interaction to guarantee safety.Our method reduces the maximum impact force by 50%and decreases the average force error by 42%.The proposed framework has potential applications in medical and industrial tasks involving the manipulation of rigid,soft,and deformable objects. 展开更多
关键词 Heterogeneous contact interaction model estimation coordination optimization Model Predictive Control
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Nonlinear impact of the coordination of IFDI and OFDI on green total factor productivity in the context of “Dual Circulation”
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作者 Feng Dong Yujie Zhang +2 位作者 Jianheng Huang Yajie Liu Ying Chen 《Financial Innovation》 2025年第1期2869-2900,共32页
Economic growth and environmental pollution have become the bases of geopolitical competition due to the multiple constraints of growth in energy consumption and environmental protection in recent decades.Whether the ... Economic growth and environmental pollution have become the bases of geopolitical competition due to the multiple constraints of growth in energy consumption and environmental protection in recent decades.Whether the coordinated development of inward foreign direct investment(IFDI)and outward foreign direct investment(OFDI)promote economic growth while reducing environmental pollution and realizing high-quality development affects the overall socialist modernization under China’s“Dual Circulation”policy.Using China’s provincial panel data from 2005 to 2020,this paper first measured green total factor productivity(GTFP)and the coordinated development index(CDIFDI)of IFDI and OFDI via the slacks-based measureglobal Malmquist–Luenberger(SBM-GML)model and the capacity coupling model.A panel threshold model with interactive effects(PTIFEs)was then applied to explore the nonlinear impact of the CDIFDI on China’s GTFP.Finally,a regional heterogeneity analysis was conducted for China’s eastern,central and western regions of China.Results show that(1)GTFP in China kept rising with small fluctuations during the sample period,with the increasing range of GTFP decreasing from east to west.(2)CDIFDI had a significant“U”-shaped threshold effect on GTFP,and the main threshold variables were the industrial structure and the level of economic development.(3)CDIFDI played a positive role in promoting GTFP growth in the eastern region,while the effects of CDIFDI on GTFP in the central and western regions were not significant.Policy-makers and enterprises should comprehensively consider promoting regional industrial upgrading and economic growth to achieve a greater positive impact of CDIFDI on GTFP.Scientifically measuring GTFP and exploring the nonlinear impact of the CDIFDI on GTFP and regional heterogeneity provide helpful references for policy-makers to coordinate the high-quality development of regional economies. 展开更多
关键词 High-quality development coordinated development index of IFDI and OFDI Green total factor productivity Panel threshold model with interactive effects
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吉林省县域农业现代化与农村现代化协调演变与互动响应关系
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作者 李少琦 房艳刚 《地理科学进展》 北大核心 2026年第1期120-135,共16页
农业现代化与农村现代化是相互关联、相互促进的两个方面,它们共同构成了乡村全面振兴的主要内容。论文通过构建农业现代化和农村现代化的综合评价体系,采用耦合协调模型、LISA(local indicators of spatial association)时间路径、面... 农业现代化与农村现代化是相互关联、相互促进的两个方面,它们共同构成了乡村全面振兴的主要内容。论文通过构建农业现代化和农村现代化的综合评价体系,采用耦合协调模型、LISA(local indicators of spatial association)时间路径、面板向量自回归模型(panel vector autoregression,P-VAR)等方法,剖析了2012—2022年吉林省县域农业现代化和农村现代化地域分异规律、协调演变特征与互动响应关系。结果表明:(1)吉林省县域农业现代化和农村现代化水平进一步提高,整体呈现出梯度发展与区域分化。由于对资源禀赋和政策导向的路径依赖,最终形成了农业现代化水平“西强东弱”与农村现代化水平“东高西低”的梯度空间格局。(2)二者耦合协调度总体偏低,2018年后在政策推动下有所提升,农村现代化水平高的地区,耦合协调度也相对较高,东部地区普遍优于中西部传统农区。空间上表现出协同低速增长特征,且区域联动性较差,存在较强的空间整合性和转移惰性。(3)农业现代化和农村现代化发展均具有一定的自我强化作用和惯性,且存在双向非线性互动响应关系,农村现代化对农业现代化推动作用显著而短暂,农业现代化对农村现代化影响较小却相对持久。最后,立足区域特征,提出了针对性的对策建议,以期为吉林省及其他粮食主产区制定科学的农业政策和农村发展规划提供科学依据。 展开更多
关键词 农业现代化 农村现代化 耦合协调 互动响应 吉林省
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从“心-肾轴心系统”探讨抑郁症的发生发展
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作者 张玺震 李自发 +6 位作者 陈凯 郑智勇 胡明会 王新宇 张浩 耿希文 魏盛 《山东中医药大学学报》 2026年第1期31-36,共6页
抑郁症是一种常见的精神障碍疾病,其发病率和心理致残率逐年增高。中医学认为肝主情志,抑郁症的发生与肝失疏泄、情志失调关系密切,现代诸多研究也聚焦于肝,但单纯从肝辨治难以完全诠释抑郁症错综复杂的发病机制,无法有效地截断其反复... 抑郁症是一种常见的精神障碍疾病,其发病率和心理致残率逐年增高。中医学认为肝主情志,抑郁症的发生与肝失疏泄、情志失调关系密切,现代诸多研究也聚焦于肝,但单纯从肝辨治难以完全诠释抑郁症错综复杂的发病机制,无法有效地截断其反复发作和缠绵难愈的发病进程。从中医系统观的角度重新审视抑郁症的发病机制,基于“心-肾轴心系统”的新理论,多维度梳理心肾之间的关系,以心肾动态相交在人体气血、阴阳和精神等诸方面的调控作用为切入点,提出心肾失交、轴心失衡是导致抑郁症发病的重要病机,脏腑气血虚弱、相乘相侮、经络循行异常是导致抑郁症发病的关键环节。从中西医汇通的角度,对“心-肾轴心系统”与神经-内分泌调节系统及抑郁症之间关系进行解析和论证,以期为抑郁症的诊治提供新的理论思路与策略。 展开更多
关键词 心-肾轴心系统 抑郁症 下丘脑-垂体-肾上腺轴 水火既济 精神互用 君相安位 神经递质
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Oxophilic sites activate asymmetric IrNi atomic dimers and clusters for efficient hydrogen oxidation and CO tolerance
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作者 Mansheng Liao Fangjun Luo +9 位作者 Yuan Zhang Ruoyu Wei Zhongyao Zhang Ruiwen Qi Jun Yu Yongliang Li Xiangzhong Ren Lei Zhang Qianling Zhang Zhongxin Song 《Science China Materials》 2026年第3期1464-1474,共11页
Multi-site coupling is a promising strategy for developing highly efficient and CO-resistant hydrogen oxidation reaction(HOR)catalysts for proton exchange membrane fuel cells(PEMFCs).However,designing multifunctional ... Multi-site coupling is a promising strategy for developing highly efficient and CO-resistant hydrogen oxidation reaction(HOR)catalysts for proton exchange membrane fuel cells(PEMFCs).However,designing multifunctional synergistic schemes for single-atom sites remains a significant challenge.Herein,we propose a dual-template-confined oxophilic engineering strategy to construct well-dispersed iridium-nickel(IrNi)atomic dimers adjacent to IrNi nanoclusters on porous nitrogen-doped carbon(IrNi_(Dimer/NC1.8)-PNC).The paired IrNi dimer features an asymmetric Ir-N_(3)configuration coordinated with heteroatomic Ni-N_(3)O via an N-bridge.Remarkably,IrNi_(Dimer/NC1.8)-PNC exhibits a~23-fold enhancement in mass activity(4.36 A mg-1Ir at 20 mV)and 5-fold longer stability compared to benchmarking Pt/C toward HOR,while achieving a high rated power density of 1.18 W cm^(-2)in PEMFC anode applications.Furthermore,IrNi_(Dimer/NC1.8)-PNC demonstrates superior CO tolerance over monometallic Ir and Pt/C in both half-cell and full-cell devices.Combined experimental and density functional theory studies reveal that oxophilic Ni modulates the electronic environment of Ir through alloying and dimer interactions,thereby enhancing HOR activity.Importantly,the asymmetric IrNi dimer enables efficient CO^(*)and OH^(*)co-adsorption while facilitating CO_(2)^(*)desorption,synergistically mitigating CO poisoning and improving atom utilization efficiency.This work provides a design strategy and fundamental insights for multi-site synergistic catalysts in PEMFC anodes. 展开更多
关键词 IrNi dimer asymmetric coordination synergistic interaction hydrogen oxidation CO tolerance PEMFC
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