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融合图文多粒度情感特征的多模态谣言检测方法 被引量:2
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作者 刘先博 向澳 杜彦辉 《计算机科学与探索》 北大核心 2025年第4期1021-1035,共15页
涉及公共安全、灾害事故等群体性事件谣言往往在文字或图像中含有丰富的情感特征信息,极易调动网民情绪反应,诱导其点赞、评论和转发。然而,现有的多模态谣言检测方法对于多模态数据中蕴含的情感特征缺乏有效的提取方法,并且在特征融合... 涉及公共安全、灾害事故等群体性事件谣言往往在文字或图像中含有丰富的情感特征信息,极易调动网民情绪反应,诱导其点赞、评论和转发。然而,现有的多模态谣言检测方法对于多模态数据中蕴含的情感特征缺乏有效的提取方法,并且在特征融合过程中没有考虑模态间的关系,存在一定冗余特征的问题。为探究跨模态情感特征在谣言检测中的作用,提出一种融合图文多粒度情感特征的多模态谣言检测方法。该方法在不依赖评论、传播模式等社会信息的前提下,将图文多粒度情感特征融入到多模态谣言检测方法中,利用基于交互注意力机制的跨模态多粒度情感特征融合方法充分融合多媒体信息的深层特征,并在Weibo和Twitter两个公开数据集上进行对比实验和消融实验。结果表明,该方法与现有谣言检测方法相比,在两个数据集中的谣言检测准确率分别提升到0.912和0.839,在F1值等多个指标上展现了优异性能,有效提升了谣言检测性能和模型的可解释性,一定程度上能够辅助公安机关开展群体性事件的谣言处置工作,为基层警务实战提供技术支持。 展开更多
关键词 谣言检测 情感分析 多模态融合 注意力机制 群体性事件
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融合图文不一致特征的多模态谣言检测方法
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作者 刘先博 窦逸飞 +4 位作者 向澳 杜彦辉 冯俊又 徐煊翔 陈李舟 《情报杂志》 北大核心 2025年第9期112-121,共10页
[研究目的]群体性事件信息因其紧急性、复杂性和特殊性的特点往往会在网络上迅速传播,需要公安机关及时引导、处置。文章针对群体性事件谣言信息检测任务,提出一种融合图文不一致特征的多模态谣言检测方法,为基层公安民警针对群体性事... [研究目的]群体性事件信息因其紧急性、复杂性和特殊性的特点往往会在网络上迅速传播,需要公安机关及时引导、处置。文章针对群体性事件谣言信息检测任务,提出一种融合图文不一致特征的多模态谣言检测方法,为基层公安民警针对群体性事件开展谣言处置工作提供技术支持,以期提升网络谣言类案件打击整治能力。[研究方法]在不依赖用户评论信息、传播模式等信息的情况下,通过基于频域自注意力机制的伪造特征提取模块和基于交互注意力机制的图文歧义特征提取模块获取多模态帖文文本、图像模态信息中全局语义特征、细粒度语义差异性特征和图像频域上的伪造特征,并通过基于门控注意力机制的多模态特征融合模块动态调整不同特征对于最终任务的权重融合多维特征,减少数据冗余,最后在两个公开数据集进行对比实验和消融实验,并针对模型在不同类型谣言的检测性能进行了对比和案例分析。[研究结果/结论]实验结果表明,该方法在Weibo和Twitter数据集中的谣言检测准确率分别提升2.4%和2.8%,并在多个指标上取得最优表现,展现出其在多模态谣言检测任务中的显著优势。此外,模型在社会、健康、政治等图文不一致特征明显的谣言类型中检测效果较好,进一步验证了模型的有效性。 展开更多
关键词 谣言检测 多模态融合 注意力机制 图像伪造 群体性事件
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电针对心肝火旺型酒精依赖患者认知功能障碍的疗效研究
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作者 郭娜娜 练宇泽 +5 位作者 曾亚琦 罗晶 周博杰 罗亚安 向澳 周旭辉 《中国药物依赖性杂志》 2025年第3期209-215,共7页
目的基于辨证论治观察电针治疗心肝火旺型酒精依赖认知功能损害的临床疗效及安全性,并初步探讨电针治疗酒精依赖认知功能损害可能的生物学机制。方法收集2021年3月至2024年6月在湖南省脑科医院(湖南省第二人民医院)成瘾医学科住院治疗... 目的基于辨证论治观察电针治疗心肝火旺型酒精依赖认知功能损害的临床疗效及安全性,并初步探讨电针治疗酒精依赖认知功能损害可能的生物学机制。方法收集2021年3月至2024年6月在湖南省脑科医院(湖南省第二人民医院)成瘾医学科住院治疗的心肝火旺型酒精依赖认知功能障碍患者135例,随机分成电针治疗组(n=45)、伪刺激治疗组(n=45)和常规治疗组(n=45)。电针治疗组采用常规治疗加电针治疗(针刺穴位并连接电针仪刺激30分钟,每周治疗5次,共治疗2周),伪刺激治疗组采用常规治疗加伪刺激治疗(浅刺穴旁一寸无穴位区,不打开强度开关,电针刺激时间及疗程同电针治疗组),常规治疗组接受常规戒酒治疗。三组治疗前后采用重复性成套神经心理状态测验(RBANS)评估认知功能,匹兹堡睡眠量表(PSQI)评估睡眠质量,并采集各组患者治疗前后的血清检测超氧化物歧化酶(SOD)和脑源型神经营养因子(BDNF)水平。结果治疗2周后电针治疗组RBANS总分及各维度评分均显著高于伪刺激组及常规治疗组(P<0.05),PSQI分值显著低于伪刺激组和常规治疗组(P<0.05),血清SOD与BDNF水平均显著高于伪刺激组与常规治疗组(P<0.05)。治疗期间未发生与针灸相关的不良反应。结论基于辨证论治的电针治疗可有效提高心肝火旺型酒精依赖患者的认知功能,改善睡眠质量,临床疗效显著,安全性良好。 展开更多
关键词 酒精依赖 认知功能 辨证论治 中西医结合治疗 电针
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Bi-Layered,Ultrathin Coating Initiated Relay Response to Impart Superior Fire Resistance for Polymeric and Metallic Substrates
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作者 Wei Tang Qi Chen +6 位作者 Junxiao Li xiang ao Yunhuan Liu Lijun Qian Silvia Gonzalez Prolongo Yong Qiu De-Yi Wang 《Nano-Micro Letters》 2025年第10期106-127,共22页
Developing high-efficient flame-retardant coatings is crucial for fire safety polymer and battery fields.Traditional intumescent coatings and ceramifiable coatings struggle to provide immediate and prolonged protectio... Developing high-efficient flame-retardant coatings is crucial for fire safety polymer and battery fields.Traditional intumescent coatings and ceramifiable coatings struggle to provide immediate and prolonged protection simultaneously,which limits the applicability.To address this,an innovative bi-layered coating with organic/nano-inorganic additives is inspired by differential response behaviors,enabling relay response effect with both fast-acting and extended protection.Specifically,two layers function continuously in the form of a relay.With a mere 320 microns,the bi-layered coating withstands fire temperatures of up to 1400℃for at least 900 s.Consequently,the coating effective prevented burn through in aluminum plates and glass fabric-reinforced epoxy resin,which otherwise were burned through in 135 and 173 s,respectively.Meanwhile,the bi-layered coating suppressed the formation and decomposition of solid interface layer in lithium soft-package batteries,leading to prolonged electrochemical stability and fire safety.Additionally,the bi-layered coating with a fast response endows polyurethane foam with rapid self-extinguishing,preventing ignition even under exposure to strong fire of 1400℃.Shortly,our work offers new insights into the design and development of thin,high-performance,and multi-application flame-retardant coatings. 展开更多
关键词 Flame retardant COATING ULTRA-THIN Relay response Battery cases
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Unveiling the role of FeOOH on catalyst evolution for advanced water oxidation
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作者 Qi-Ming Sun Wei-Gao Zhong +9 位作者 Hua Wang xiang ao Yu-Ling Zhai Jin-Song Wang Bing Wu Francisco J.Romero-Salguero Jing-Li Qiao Zhi-Shan Li Kong-Zhai Li Chun-Dong Wang 《Rare Metals》 2025年第8期5462-5474,共13页
Creating economical and effective catalysts for the oxygen evolution reaction(OER)is essential for enhancing the efficiency of electrochemical water splitting.In this study,we designed a multicomponent heterogeneous i... Creating economical and effective catalysts for the oxygen evolution reaction(OER)is essential for enhancing the efficiency of electrochemical water splitting.In this study,we designed a multicomponent heterogeneous interfacial catalyst,Ni(OH)_(2)/NiCo(OH)_(6)@FeOOH,using a simple two-step method.In situ Raman and X-ray photoelectron spectroscopy(XPS)measurements revealed the dynamic phase change occurring during the OER process.The FeOOH layer on Ni(OH)_(2)/NiCo(OH)_(6)altered the electronic structure,facilitating the emergence of the active NiOOH phase and markedly improving OER kinetics.Significantly,the Ni(OH)_(2)/NiCo(OH)_(6)@FeOOH 2:1 catalyst demonstrated a current density of 10 mA·cm^(-2)at an overpotential of merely 208 mV,accompanied by a Tafel slope of 37.72 mV·dec-1,exhibiting exceptional stability over a duration of 100 h at 10 mA·cm^(-2).Furthermore,the Ni(OH)_(2)/NiCo(OH)_(6)@FeOOH 2:1(+)lIPt/C(-)electrolyzer cell showcased a remarkably low driving voltage of 1.52 V to achieve 10 mA·cm^(-2),while also displaying impressive durability under alkaline conditions for over100 h.This work enhances our understanding of the interfacial structure-activity relationship in composite catalysts,aiding the design of efficient catalysts with rapid kinetics. 展开更多
关键词 Surface modification strategy Oxygen evolution reaction Synergistic effect HETEROSTRUCTURE
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Iron and vanadium in perovskite hydroxide enabling the relay catalysis for oxygen evolution
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作者 Qi-Ming Sun Wei-Gao Zhong +7 位作者 Yu-Xiao Liu Hua Wang Yu-Ling Zhai Jin-Song Wang xiang ao Kong-Zhai Li Zhi-Shan Li Chun-Dong Wang 《Rare Metals》 2025年第7期4724-4739,共16页
The sluggish kinetics of the oxygen evolution reaction(OER)process impedes the exploration of green hydrogen via water splitting.Herein,we design and synthesize vanadium-doped CoSn(OH)_(6)perovskite hydroxide catalyst... The sluggish kinetics of the oxygen evolution reaction(OER)process impedes the exploration of green hydrogen via water splitting.Herein,we design and synthesize vanadium-doped CoSn(OH)_(6)perovskite hydroxide catalysts by Fe^(3+)etching during the hydrothermal and chemical deposition process.The as-prepared CoVSn(OH)_(6)@CoVSnFe(OH)_(x)-4 catalyst exhibits a lowoverpotential of 225 mV at 10 mA·cm^(-2)with a Tafel slope of 30.47 mV·dec^(-1).An overall water splitting electrolyzer(CoVSn(OH)_(6)@CoVSnFe(OH)_(x)-4‖Pt/C)is constructed,delivering a voltage of 1.48 V at a current density of10 mA·cm^(-2)with excellent durability.The dynamic phase evolution during the OER process is revealed by in situ Raman and XPS measurement,which represents that the introduced V and Fe ions facilitate the formation of active CoOOH as well as modify the electronic structure of the catalyst.Density functional theory(DFT)calculations further evidence that V and Fe introduction optimize the adsorption energies of oxygen intermediates*OH and*O,respectively,thereby enabling a synergistic optimization of the multi-step OER process and advancing electrocatalytic performance. 展开更多
关键词 Perovskite hydroxides Oxygen evolution reaction Heteroatom doping Surface modification
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Zearalenone toxicosis on reproduction as estrogen receptor selective modulator and alleviation of zearalenone biodegradative agent in pregnant sows 被引量:7
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作者 Jianchuan Zhou Lihong Zhao +5 位作者 Shimeng Huang Qingxiu Liu xiang ao Yuanpei Lei Cheng Ji Qiugang Ma 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2022年第4期1222-1232,共11页
Background:Zearalenone(ZEA)is a resorcylic acid lactone derivative derived from various Fusarium species that are widely found in food and feeds.The molecular structure of ZEA resembles that of the mammalian hormone 1... Background:Zearalenone(ZEA)is a resorcylic acid lactone derivative derived from various Fusarium species that are widely found in food and feeds.The molecular structure of ZEA resembles that of the mammalian hormone 17β-oestradiol,thus zearalenone and its metabolites are known to compete with endogenous hormones for estrogen receptors binding sites and to activate transcription of oestrogen-responsive genes.However,the effect of long-term low-dose ZEA exposure on the reproductive response to Bacillus subtilis ANSB01G culture for first-parity gilts has not yet been investigated.This study was conducted to investigate the toxic effects of ZEA as an estrogen receptor selective modulator and the alleviating effects of Bacillus subtilis ANSB01G cultures as ZEA biodegraders in pregnant sows during their first parity.Results:A total of 80 first-parity gilts(Yorkshire×Landrace)were randomly assigned to four dietary treatments during gestation:CO(positive control);MO(negative control,246μg ZEA/kg diet);COA(CO+B.subtilis ANSB01G culture with 2×10^(9)CFU/kg diet);MOA(MO+B.subtilis ANSB01G culture with 2×10^(9)CFU/kg diet).There were 20 replications per treatment with one gilt per replicate.Feeding low-dose ZEA naturally contaminated diets disordered most of reproductive hormones secretion and affected estrogen receptor-αand estrogen receptor-βconcentrations in serum and specific organs and led to moderate histopathological changes of gilts,but did not cause significant detrimental effects on reproductive performance.The addition of Bacillus subtilis ANSB01G culture to the diet can effectively relieve the competence of ZEA to estrogen receptor and the disturbance of reproductive hormones secretion,and then ameliorate toxicosis of ZEA in gilts.Conclusions:Collectively,our study investigated the effects of feeding low-dose ZEA on reproduction in pregnant sows during their first parity.Feeding low-dose ZEA could modulate estrogen receptor-αand-βconcentrations in specific organs,cause disturbance of reproductive hormones and vulva swelling,and damage organ histopathology and up-regulate apoptosis in sow models.Diet with Bacillus subtilis ANSB01G alleviated negative effects of the ZEA on gilts to some extent. 展开更多
关键词 Bacillus subtilis ANSB01G Estrogen receptor Mycotoxin biodegradation Pregnant sows Reproductive performance ZEA
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Plasmon Assisted Highly Efficient Visible Light Catalytic CO_(2) Reduction Over the Noble Metal Decorated Sr-Incorporated g-C_(3)N_(4) 被引量:6
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作者 Muhammad Humayun Habib Ullah +4 位作者 Lang Shu xiang ao Asif Ali Tahir Chungdong Wang Wei Luo 《Nano-Micro Letters》 SCIE EI CAS CSCD 2021年第12期416-433,共18页
The photocatalytic performance of g-C_(3)N_(4) for CO_(2) conversion is still inadequate by several shortfalls including the instability,insu cient solar light absorption and rapid charge carrier's recombination r... The photocatalytic performance of g-C_(3)N_(4) for CO_(2) conversion is still inadequate by several shortfalls including the instability,insu cient solar light absorption and rapid charge carrier's recombination rate. To solve these problems,herein,noble metals(Pt and Au)decorated Sr-incorporated g-C_(3)N_(4) photocatalysts are fabricated via the simple calcination and photo-deposition methods. The Sr-incorporation remarkably reduced the g-C_(3)N_(4) band gap from 2.7 to 2.54 eV,as evidenced by the UV–visible absorption spectra and the density functional theory results. The CO_(2) conversion performance of the catalysts was evaluated under visible light irradiation. The Pt/0.15 Sr-CN sample produced 48.55 and 74.54 μmol h-1 g-1 of CH_(4) and CO,respectively.These amounts are far greater than that produced by the Au/0.15 Sr-CN,0.15 Sr-CN,and CN samples. A high quantum e ciency of 2.92% is predicted for the Pt/0.15 Sr-CN sample. Further,the stability of the photocatalyst is confirmed via the photocatalytic recyclable test. The improved CO_(2) conversion performance of the catalyst is accredited to the promoted light absorption and remarkably enhanced charge separation via the Sr-incorporated mid gap states and the localized surface plasmon resonance e ect induced by noble metal nanoparticles.This work will provide a new approach for promoting the catalytic e ciency of g-C_(3)N_(4) for e cient solar fuel production. 展开更多
关键词 g-C_(3)N_(4) Sr-incorporation Noble metal deposition Density functional theory Energy applications
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The role of circadian rhythm in breast cancer 被引量:3
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作者 Shujing Li xiang ao Huijian Wu 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2013年第4期442-450,共9页
The circadian rhythm is an endogenous time keeping system shared by most organisms. The circadian clock is comprised of both peripheral oscillators in most organ tissues of the body and a central pacemaker located in ... The circadian rhythm is an endogenous time keeping system shared by most organisms. The circadian clock is comprised of both peripheral oscillators in most organ tissues of the body and a central pacemaker located in the suprachiasmatic nucleus (SCN) of the central nervous system. The circadian rhythm is crucial in maintaining the normal physiology of the organism including, but not limited to, cell proliferation, cell cycle progression, and cellular metabolism; whereas disruption of the circadian rhythm is closely related to multi-tumorigenesis. In the past several years, studies from different fields have revealed that the genetic or functional disruption of the molecular circadian rhythm has been found in various cancers, such as breast, prostate, and ovarian. In this review, we will investigate and present an overview of the current research on the influence of circadian rhythm regulating proteins on breast cancer. 展开更多
关键词 Circadian rhythm breast cancer circadian proteins CHRONOTHERAPY
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Climate change and water security in the northern slope of the Tianshan Mountains 被引量:3
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作者 Qiuhong Tang Xingcai Liu +16 位作者 Yuanyuan Zhou Puyu Wang Zhongqin Li Zhixin Hao Suxia Liu Gang Zhao Bingqi Zhu Xinlin He Fadong Li Guang Yang Li He Haoxin Deng Zongxia Wang xiang ao Zhi Wang Paul P.J.Gaffney Lifeng Luo 《Geography and Sustainability》 2022年第3期246-257,共12页
Water security is under threat worldwide from climate change. A warming climate would accelerate evaporationand cryosphere melting, leading to reduced water availability and unpredictable water supply. However, thewat... Water security is under threat worldwide from climate change. A warming climate would accelerate evaporationand cryosphere melting, leading to reduced water availability and unpredictable water supply. However, thewater crisis in the Northern Slope of Tianshan Mountains(NSTM) faces dual challenges because water demandsforfast-growing urban areas have put heavy pressure on water resources. The mountain-oasis-desert system featuresglacier-fed rivers that sustain intensive water use in the oasis and end in the desert as fragile terminal lakes.The complex balance between water conservation and economic development is subtle. This paper investigateschanges in hydroclimatic variables and water security-related issues on the NSTM. The spatiotemporal variationsin glaciers, climatic variables, rivers, lakes and reservoirs, groundwater, surface water, human water use, andstreamflow were analyzed for the past four decades. The results show that temperature in the NSTM exhibitedan apparent upward trend with a more significant warming rate in the higher altitude regions. Glacier massloss and shrinkage was strong. The average annual streamflow increased from 1980-1989 to 2006–2011 at mosthydrological stations. The monthly dynamics of surface water area showed notable variability at both inter-annual and seasonal scales, revealing the impacts of both natural and anthropogenic drivers on surface wateravailability in the region. The terrestrial water storage anomaly showed a decreasing trend, which might berelated to groundwater pumping for irrigation. Human water use for agriculture and industry grew with theincrease in cultivated land area and gross domestic product (GDP). The increased agricultural water use wasstrongly associated with the expansion of oases. It is unclear whether water availability would remain high underfuture climatic and hydrological uncertainties, posing challenges to water management. In the context of rapidurban growth and climate change, balancing water for humans and nature is vital in achieving the SustainableDevelopment Goals (SDGs) in NSTM. This study provides a baseline understanding of the interplay among water,climate change, and socio-economic development in NSTM. It would also shed light on wise water managementunder environmental changes for other rapidly developing mountain-oasis-desert systems worldwide. 展开更多
关键词 Tianshan Mountains Climate change Water security Water resources Human water use
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Poly(1,8-octanediol citrate)/bioactive glass composite with improved mechanical performance and bioactivity for bone regeneration 被引量:2
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作者 Hui-Hui Ren Hui-Yu Zhao +4 位作者 Yang Cui xiang ao Ai-Ling Li Zhong-Min Zhang Dong Qiu 《Chinese Chemical Letters》 SCIE CAS CSCD 2017年第11期2116-2120,共5页
Poly(1,8-octanediol-co-citrate) (POC) represents a new promising biocompatible and biodegradable polyester that has been extensively investigated for soft tissue engineering. However, the poor mechanical performan... Poly(1,8-octanediol-co-citrate) (POC) represents a new promising biocompatible and biodegradable polyester that has been extensively investigated for soft tissue engineering. However, the poor mechanical performance and poor bioactivity limit its application in bone regeneration. In this study, a series of POC/bioactive glasses (BG) composites were developed using 45S5 Bioglass^Θ and a phytic acid- derived bioactive glass (referred as PSC). The results indicated that calcium in BG could enhance the crosslinking of the POC/BG composites by forming calcium dicarboxylate bridges and thus improve their mechanical performances. When PSC were used, the composites exhibited significantly better mechanical properties compared to composites with 45S5 Bioglass^Θ. For example, by incorporating 70wt% PSC, the compressive strength of POC/PSC composites could be improved to approximately 50 MPa and modulus 1.3-h 0.1 GPa. Furthermore, all these POC/PSC composites showed good in vitro bioactivity and cellular biocompatibility. Histology results in femoral condyle defects of Sprague-Dawley rats indicated that the POC/PSC samples integrated well with surrounding tissues and stimulated bone regeneration. The improved mechanical properties and bioactivity of POC/PSC composites make them promising for potential application in bone regeneration. 展开更多
关键词 Bioactive glasses Poly(1 8-octanediol-co-citrate) Composites Mechanical properties Bioactivity
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MXene multi-functionalization of polyrotaxane based PCMs and the applications in electronic devices thermal management 被引量:1
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作者 Guangzhong Yin Alba Marta Lopez +5 位作者 Ignacio Collado Antonio Vazquez-Lopez xiang ao Jose Hobson Silvia G.Prolongo Deyi Wang 《Nano Materials Science》 EI CAS CSCD 2024年第5期495-503,共9页
The aim of this work was to improve the thermal conductivity and electromagnetic shielding of the leakage proof phase change materials(PCMs),in which a polyrotaxane(PLR)was used as a support material to encapsulate PE... The aim of this work was to improve the thermal conductivity and electromagnetic shielding of the leakage proof phase change materials(PCMs),in which a polyrotaxane(PLR)was used as a support material to encapsulate PEG 1k or PEG 6k and MXene as multi-functional filler.The PCMs can be processed conveniently by a hot press and the PEG 1k containing samples showed excellent flexibility.We conducted a systematic evaluation of the phase transition behavior of the material,thermal conductivity and electromagnetic shielding performance tests.Notably,the PCMs achieved a high enthalpy values(123.9–159.6 J/g).The PCMs exhibited an increase of 44.3%,and 137.5%in thermal conductivity values with higher MXene content(5 wt%)for PLR-PEG6k and PLR-PEG1k,respectively,and show high shape stability and no leakage during and after phase transition.The introduction of MXene can significantly improve the electromagnetic shielding performance of PCM composites.Typically,higher conductive samples(samples which contain high MXene contents)offer a higher EMI SE shielding,reaching a maximum of 4.67 dB at 5.6 GHz for PLR-1K-MX5.These improvements solve the main problems of organic PEG based PCMs,thus making PLR-PEG-MXene based PCMs good candidates for thermoregulators of both solid-state disks and smart phone.It is worth pointing out that the sample PLR-1k-MX5 can decrease 4.3C of the reference temperature during cellphone running.Moreover,the temperature of the protecting sheet in the simulated solid state disk with PCM was significantly lower(showing a decreasing of 7.9℃)compared with the blank sample. 展开更多
关键词 Phase change materials Thermal regulation MXene POLYROTAXANE NANOCOMPOSITES
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Interferon-gamma and tumor necrosis factor-alpha synergistically enhance the immunosuppressive capacity of human umbilical-cordderived mesenchymal stem cells by increasing PD-L1 expression 被引量:1
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作者 Zhuo Chen Meng-Wei Yao +10 位作者 Zhi-Lin Shen Shi-Dan Li Wei Xing Wei Guo Zhan Li Xiao-Feng Wu Luo-Quan ao Wen-Yong Lu Qi-Zhou Lian xiang Xu xiang ao 《World Journal of Stem Cells》 SCIE 2023年第8期787-806,共20页
BACKGROUND The immunosuppressive capacity of mesenchymal stem cells(MSCs)is dependent on the“license”of several proinflammatory factors to express immunosuppressive factors such as programmed cell death 1 ligand 1(P... BACKGROUND The immunosuppressive capacity of mesenchymal stem cells(MSCs)is dependent on the“license”of several proinflammatory factors to express immunosuppressive factors such as programmed cell death 1 ligand 1(PD-L1),which determines the clinical therapeutic efficacy of MSCs for inflammatory or immune diseases.In MSCs,interferon-gamma(IFN-γ)is a key inducer of PD-L1 expression,which is synergistically enhanced by tumor necrosis factor-alpha(TNF-α);however,the underlying mechanism is unclear.AIM To reveal the mechanism of pretreated MSCs express high PD-L1 and explore the application of pretreated MSCs in ulcerative colitis.METHODS We assessed PD-L1 expression in human umbilical-cord-derived MSCs(hUC-MSCs)induced by IFN-γand TNF-α,alone or in combination.Additionally,we performed signal pathway inhibitor experiments as well as RNA interference experiments to elucidate the molecular mechanism by which IFN-γalone or in combination with TNF-αinduces PD-L1 expression.Moreover,we used luciferase reporter gene experiments to verify the binding sites of the transcription factors of each signal transduction pathway to the targeted gene promoters.Finally,we evaluated the immunosuppressive capacity of hUC-MSCs treated with IFN-γand TNF-αin both an in vitro mixed lymphocyte culture assay,and in vivo in mice with dextran sulfate sodium-induced acute colitis.RESULTS Our results suggest that IFN-γinduction alone upregulates PD-L1 expression in hUC-MSCs while TNF-αalone does not,and that the co-induction of IFN-γand TNF-αpromotes higher expression of PD-L1.IFN-γinduces hUCMSCs to express PD-L1,in which IFN-γactivates the JAK/STAT1 signaling pathway,up-regulates the expression of the interferon regulatory factor 1(IRF1)transcription factor,promotes the binding of IRF1 and the PD-L1 gene promoter,and finally promotes PD-L1 mRNA.Although TNF-αalone did not induce PD-L1 expression in hUCMSCs,the addition of TNF-αsignificantly enhanced IFN-γ-induced JAK/STAT1/IRF1 activation.TNF-αupregulated IFN-γreceptor expression through activation of the nuclear factor kappa-B signaling pathway,which significantly enhanced IFN-γsignaling.Finally,co-induced hUC-MSCs have a stronger inhibitory effect on lymphocyte proliferation,and significantly ameliorate weight loss,mucosal damage,inflammatory cell infiltration,and up-regulation of inflammatory factors in colitis mice.CONCLUSION Overall,our results suggest that IFN-γand TNF-αenhance both the immunosuppressive ability of hUC-MSCs and their efficacy in ulcerative colitis by synergistically inducing high expression of PD-L1. 展开更多
关键词 Human umbilical-cord-derived mesenchymal stem cells Programmed cell death 1 ligand 1 IMMUNOMODULATION INTERFERON-GAMMA Tumor necrosis factor-alpha Ulcerative colitis
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利用低品位硼镁矿石生产硼酸的工艺研究
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作者 白亚婷 兰云鹤 +1 位作者 项傲 杜春霖 《辽东学院学报(自然科学版)》 CAS 2018年第4期229-233,237,共6页
以低品位硼镁矿石为原料,以浮选方式对原矿石中硼镁矿石和硅镁矿石成分进行精选,采用硫酸法生产硼酸,同时对硼酸生产过程中生成的副产物硫酸镁进行收取。对影响硼酸结晶分离的溶液浓度、温度、时间等影响因素进行考察。采用化学滴定法... 以低品位硼镁矿石为原料,以浮选方式对原矿石中硼镁矿石和硅镁矿石成分进行精选,采用硫酸法生产硼酸,同时对硼酸生产过程中生成的副产物硫酸镁进行收取。对影响硼酸结晶分离的溶液浓度、温度、时间等影响因素进行考察。采用化学滴定法和离子发射光谱法对所得的硼酸和硫酸镁成分进行检测,结果表明:在浓缩液浓度35%、溶液温度10℃、结晶时间24 h条件下,所得硼酸含量为99.21%,收率77.01%。所得镁盐中硫酸镁平均含量为54.38%。 展开更多
关键词 硼镁矿石 硼酸 硫酸镁 硫酸法
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Parallel Web Mining System Based on Cloud Platform 被引量:1
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作者 Shengmei Luo Qing He +3 位作者 Lixia Liu xiang ao Ning Li Fuzhen Zhuang 《ZTE Communications》 2012年第4期45-53,共9页
Traditional machine-learning algorithms are struggling to handle the exceedingly large amount of data being generated by the internet. In real-world applications, there is an urgent need for machine-learning algorithm... Traditional machine-learning algorithms are struggling to handle the exceedingly large amount of data being generated by the internet. In real-world applications, there is an urgent need for machine-learning algorithms to be able to handle large-scale, high-dimensional text data. Cloud computing involves the delivery of computing and storage as a service to a heterogeneous community of recipients, Recently, it has aroused much interest in industry and academia. Most previous works on cloud platforms only focus on the parallel algorithms for structured data. In this paper, we focus on the parallel implementation of web-mining algorithms and develop a parallel web-mining system that includes parallel web crawler; parallel text extract, transform and load (ETL) and modeling; and parallel text mining and application subsystems. The complete system enables variable real-world web-mining applications for mass data. 展开更多
关键词 web mining large scale high volume high dimension cloudcomputing
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Analysis on the Problems Existing in China's College Classes and Management Strategies
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作者 Qingzheng Wang Xiuxiu Shen +4 位作者 Xinyao Zhang Jiaojiao Yang xiang ao Hui Li Shengping Gao 《Journal of Educational Theory and Management》 2017年第1期158-161,共4页
Class is a place where all kinds of teaching activities are carried out and is a space where the teachers and students gather to study and grow up together. The scientific and reasonable college class management metho... Class is a place where all kinds of teaching activities are carried out and is a space where the teachers and students gather to study and grow up together. The scientific and reasonable college class management methods not only can effectively maintain the teaching order in class, but also can improve the students' learning initiative and increase the teaching efficiency, thus improving the quality of higher education. However, the situation of college class management is not optimistic at present. This paper is aimed at analyzing the problems existing in China's college classes and exploring the relevant solutions based on them to provide the reference for the quality of China's higher education. 展开更多
关键词 HIGHER EDUCATION CLASS PROBLEMS CLASS management
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Foundation models and intelligent decision-making:Progress,challenges,and perspectives 被引量:1
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作者 Jincai Huang Yongjun Xu +68 位作者 Qi Wang Qi(Cheems)Wang Xingxing Liang Fei Wang Zhao Zhang Wei Wei Boxuan Zhang Libo Huang Jingru Chang Liantao Ma Ting Ma Yuxuan Liang Jie Zhang Jian Guo Xuhui Jiang Xinxin Fan Zhulin An Tingting Li Xuefei Li Zezhi Shao Tangwen Qian Tao Sun Boyu Diao Chuanguang Yang Chenqing Yu Yiqing Wu Mengxian Li Haifeng Zhang Yongcheng Zeng Zhicheng Zhang Zhengqiu Zhu Yiqin Lv Aming Li Xu Chen Bo An Wei Xiao Chenguang Bai Yuxing Mao Zhigang Yin Sheng Gui Wentao Su Yinghao Zhu Junyi Gao Xinyu He Yizhou Li Guangyin Jin xiang ao Xuehao Zhai Haoran Tan Lijun Yun Hongquan Shi Jun Li Changjun Fan Kuihua Huang Ewen Harrison Victor CMLeung Sihang Qiu Yanjie Dong Xiaolong Zheng Gang Wang Yu Zheng Yuanzhuo Wang Jiafeng Guo Lizhe Wang Xueqi Cheng Yaonan Wang Shanlin Yang Mengyin Fu Aiguo Fei 《The Innovation》 2025年第6期105-144,104,共41页
Intelligent decision-making(IDM)is a cornerstone of artificial intelligence(AI)designed to automate or augment decision processes.Modern IDM paradigms integrate advanced frameworks to enable intelligent agents to make... Intelligent decision-making(IDM)is a cornerstone of artificial intelligence(AI)designed to automate or augment decision processes.Modern IDM paradigms integrate advanced frameworks to enable intelligent agents to make effective and adaptive choices and decompose complex tasks into manageable steps,such as AI agents and high-level reinforcement learning.Recent advances in multimodal foundation-based approaches unify diverse input modalities—such as vision,language,and sensory data—into a cohesive decision-making process.Foundation models(FMs)have become pivotal in science and industry,transforming decision-making and research capabilities.Their large-scale,multimodal data-processing abilities foster adaptability and interdisciplinary breakthroughs across fields such as healthcare,life sciences,and education.This survey examines IDM’s evolution,advanced paradigms with FMs and their transformative impact on decision-making across diverse scientific and industrial domains,highlighting the challenges and opportunities in building efficient,adaptive,and ethical decision systems. 展开更多
关键词 intelligent agents artificial intelligence ai designed decompose complex tasks advanced frameworks ai agents foundation models automate augment decision processesmodern intelligent decision making
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Parkin inhibits iron overload-induced cardiomyocyte ferroptosis by ubiquitinating ACSL4 and modulating PUFA-phospholipids metabolism
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作者 Dandan Xiao Wenguang Chang +10 位作者 xiang ao Lin Ye Weiwei Wu Lin Song Xiaosu Yuan Luxin Feng Peiyan Wang Yu Wang Yi Jia Xiaopeng Tang Jianxun Wang 《Acta Pharmaceutica Sinica B》 2025年第3期1589-1607,共19页
Iron overload is strongly associated with heart disease.Ferroptosis is a new form of regulated cell death indicated in cardiac ischemiaereperfusion(I/R)injury.However,the specific molecular mechanism of myocardial inj... Iron overload is strongly associated with heart disease.Ferroptosis is a new form of regulated cell death indicated in cardiac ischemiaereperfusion(I/R)injury.However,the specific molecular mechanism of myocardial injury caused by iron overload in the heart is still unclear,and the involvement of ferroptosis in iron overload-induced myocardial injury is not fully understood.In this study,we observed that ferroptosis participated in developing of iron overload and I/R-induced cardiomyopathy.Mechanistically,we discovered that Parkin inhibited iron overload-induced ferroptosis in cardiomyocytes by promoting the ubiquitination of long-chain acyl-CoA synthetase 4(ACSL4),a crucial protein involved in ferroptosis-related lipid metabolism pathways.Additionally,we identified p53 as a transcription factor that transcriptionally suppressed Parkin expression in iron-overloaded cardiomyocytes,thereby regulating iron overload-induced ferroptosis.In animal studies,cardiac-specific Parkin knockout mice(Myh6-CreER^(T2)/Parkin^(fl/fl))fed a high-iron diet presented more severe myocardial damage,and the high iron levels exacerbated myocardial I/R injury.However,the ferroptosis inhibitor Fer-1 significantly suppressed iron overload-induced ferroptosis and myocardial I/R injury.Moreover,Parkin effectively protected against impaired mitochondrial function and prevented iron overload-induced mitochondrial lipid peroxidation.These findings unveil a novel regulatory pathway involving p53eParkineACSL4 in heart disease by inhibiting of ferroptosis. 展开更多
关键词 Iron overload Heart diseases Ferroptosis I/R PARKIN ACSL4 P53 MITOCHONDRIAL
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Knowledge Error Detection via Textual and Structural Joint Learning
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作者 Xiaoyu Wang xiang ao +2 位作者 Fuwei Zhang Zhao Zhang Qing He 《Big Data Mining and Analytics》 2025年第1期233-240,共8页
Knowledge graphs are essential tools for representing real-world facts and finding wide applications in various domains. However, the process of constructing knowledge graphs often introduces noises and errors, which ... Knowledge graphs are essential tools for representing real-world facts and finding wide applications in various domains. However, the process of constructing knowledge graphs often introduces noises and errors, which can negatively impact the performance of downstream applications. Current methods for knowledge graph error detection primarily focus on graph structure and overlook the importance of textual information in error detection. Therefore, this paper proposes a novel error detection framework that combines both structural and textual information. The framework utilizes a confidence module for error detection while generating knowledge embeddings. The performance of this approach outperforms baseline methods in error detection and link prediction experiments, particularly achieving state-of-the-art performance in the error detection task. 展开更多
关键词 Knowledge Graph(KG) error detection textual information confidence score
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Bacillus subtilis ANSB01G culture alleviates oxidative stress and cell apoptosis induced by dietary zearalenone in first-parity gestation sows 被引量:10
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作者 Jianchuan Zhou xiang ao +2 位作者 Yuanpei Lei Cheng Ji Qiugang Ma 《Animal Nutrition》 SCIE 2020年第3期372-378,共7页
This study was conducted to evaluate the alleviation of Bacillus subtilis ANSB01G culture as zearalenone(ZEA)biodegradation agent on oxidative stress,cell apoptosis and fecal ZEA residue in the first parity gestation ... This study was conducted to evaluate the alleviation of Bacillus subtilis ANSB01G culture as zearalenone(ZEA)biodegradation agent on oxidative stress,cell apoptosis and fecal ZEA residue in the first parity gestation sows during the gestation.A total of 80 first-parity gilts(Yorkshire×Landrace)were randomly allocated to 4 dietary treatments with 20 replications per treatment and one gilt per replicate.The dietary treatments were as follows:CO(positive control);MO(negative control,ZEA level at 246μg/kg diet);COA(CO+B.subtilis ANSB01G culture with 2×10^9 CFU/kg diet);MOA(MO+ZEA level at 260μg/kg diet+B.subtilis ANSB01G culture with 2×10^9 CFU/kg diet).The experiment lasted for the whole gestation period of sows.Results showed that feeding the diet naturally contaminated with low-dose ZEA caused an increase of cell apoptosis in organ and the residual ZEA in feces as well as a decrease of antioxidant function in serum.The addition of B.subtilis ANSB01G culture in the diets can effectively alleviate the status of oxidative stress and cell apoptosis induced by ZEA in diets of gestation sows,as well as decrease the content of residual ZEA in feces. 展开更多
关键词 ZEARALENONE Gestation sow Bacillus subtilis ANSB01G culture Mycotoxin biodegradation agent Oxidative stress Cell apoptosis
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