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| 1 | Motion trajectory prediction based on a CNN-LSTM sequential model显示文摘Accurate monitoring the surrounding environment is an important research direction in the field of unmanned systems such as bio-robotics,and has attracted much research attention in recent years.The trajectories of surrounding vehicles should be predicted accurately in space and time to realize active defense and running safety of an unmanned system.However,there is uncertainty and uncontrollability in the process of trajectory prediction of surrounding obstacles.In this study,we propose a trajectory prediction method based on a sequential model,that fuses two neural networks of a convolutional neural network(CNN)and a long short-term memory network(LSTM).First,a box plot is used to detect and eliminate abnormal values of vehicle trajectories,and valid trajectory data are obtained.Second,the trajectories of surrounding vehicles are predicted by merging the characteristics of CNN space expansion and LSTM time expansion;the hyper-parameters of the model are optimized according to a grid search algorithm,which satisfies the double-precision prediction requirement in space and time.Finally,data from next generation simulation(NGSIM)and Creteil roundabout in France are taken as test cases;the correctness and rationality of the method are verified by prediction error indicators.Experimental results demonstrate that the proposed CNNLSTM method is more accurate and features a shorter time cost,which meets the prediction requirements and provides an effective method for the safe operation of unmanned systems. | Guo XIE Anqi SHANGGUAN Rong FEI Wenjiang JI Weigang MA Xinhong HEI | 2020 | Science China(Information Sciences)2020，63，11： | 24 |
| 2 | Ameliorating effects of Inonotus obliquus on high fat diet-induced obese rats显示文摘根据从的数据,将在在一年 2030 的世界上有 21.6 亿过重和 11.2 亿个肥胖的个人[1 ] ,它提起多重疾病的风险例如高血压,癌症的糖尿病,心血管的疾病,和几种类型[2,3 ] 。肥胖被看作新陈代谢的混乱,它被高精力吸入主要导致。在哺乳动物,过量精力首先在脂肪质的织物作为 triglyceride (TG ) 被存储。在过去的十年,调整 adipogenesis 的过程的众多的分子很好被记录了。Peroxisome 激活 proliferator 的受体(PPAR-) 为脂肪质的织物的累积被要求并且贡献肥胖[4 ] 。甾醇规章的元素绑定蛋白质(SREBP ) 作为激活胆固醇和丰满的酸合成的全部节目的抄写因素的一个家庭被识别了[5 ] 。Glyceraldehydes 3 磷酸盐 acyltransferase (GPAT ) 和 diacylglycerol acyltransferase (DGAT ) 广泛地在哺乳动物的纸巾被表示并且催化第一并且在 TG 合成的最后的步,分别地[6 ] 。因此,这些分子可以是为肥胖和类脂化合物新陈代谢的评估的大目标。最近,阳光等。[7 ] 证明了在糖尿病的老鼠的类脂化合物的浆液层次显著地与 Inonotus obliquus 的文化肉汤的干燥的事在 3 星期的治疗以后被减少。李和 Hyun [8 ] 证明水摘录从我。obliquus 减少了高脂肪的饮食的胖重量喂的肥胖的老鼠。因此,我们对什么进一步感兴趣,是怎么能我。obliquus 摘录影响类脂化合物新陈代谢并且什么是位于这反肥胖效果下面的可能的机制。在现在的学习,我们造了一个高脂肪的导致食谱的老鼠模型。 | Tao Wu Qingyu Shu Kai Yang Xiaoxian Xie Xia Wang Yangling Wang Anqi Guo Nate Y-uan Binggong Zhao Binbin Chi QiaobeiWu Zhengwei Fu | 2015 | Acta Biochimica et Biophysica Sinica2015，47，9： | 4 |
| 3 | CXCL16 deficiency attenuates acetaminopheninduced hepatotoxicity through decreasing hepatic oxidative stress and inflammation in mice显示文摘Chemokine C-X-C ligand 16 (CXCL16 ) ,一种单个通行证的类型我属于 CXC chemokine 家庭的膜蛋白质,与在肝损害的煽动性的反应有关。在现在的学习,我们调查了 CXCL16 的 pathophysiological 角色,唯一的膜界限 chemokine,在导致的 acetaminophen (APAP ) 在老鼠的 hepatotoxicity。老鼠与 APAP 被注射,并且血和织物样品在不同时间点被收获。浆液高活动性的组盒子 1 并且 CXCL16 层次被三明治免疫分析确定。肝织物节与 hematoxylin 曙红或与染色的 dihydroethidium 被染色。CXCL16 和另外的 cytokines 的表情被即时聚合酶链反应检验。Ly6-B, p-jun N 终端 kinase (p-JNK ) ,和 JNK 表情被西方的污点分析测量。细胞内部的谷胱甘肽,反应的氧种类,和 malondialdehyde 层次也被测量。APAP 服药过量增加了肝的 CXCL16 mRNA 和浆液 CXCL16 蛋白质层次。CXCL16 缺乏的老鼠显著地展出了更少的肝损害和肝的坏死,以及更低的死亡比野类型(WT ) 响应 APAP 服药过量处理的老鼠。提高的 APAP 在 WT 老鼠的呼吸的链激活,它是强烈在 CXCL16 大美人老鼠颠倒了的氧化应力和减少的 mitochondrial 的生产。另外, CXCL16 缺乏禁止了嗜中性的渗入和 APAP 服药过量处理触发的 proinflammatory cytokines 的生产。我们的学习表明 CXCL16 是对导致 APAP 的 hepatotoxicity 的肝免疫者反应的一个批评管理者,因此由指向 CXCL16 为导致药的尖锐的肝失败的处理提供潜在的策略。 | Hong Wang Yihui Shao Saisai Zhang Anqi Xie Yanna Ye Lihua Shi Leigang Jin Xuebo Pan Zhuofeng Lin Xiaokun Li Shulin Yang | 2017 | Acta Biochimica et Biophysica Sinica2017，49，6： | 4 |
| 4 | Aerial observations of sea ice and melt ponds near the North Pole during CHINARE2010显示文摘An aerial photography has been used to provide validation data on sea ice near the North Pole where most polar orbiting satellites cannot cover. This kind of data can also be used as a supplement for missing data and for reducing the uncertainty of data interpolation. The aerial photos are analyzed near the North Pole collected during the Chinese national arctic research expedition in the summer of 2010(CHINARE2010). The result shows that the average fraction of open water increases from the ice camp at approximately 87°N to the North Pole, resulting in the decrease in the sea ice. The average sea ice concentration is only 62.0% for the two flights(16 and 19 August 2010). The average albedo(0.42) estimated from the area ratios among snow-covered ice,melt pond and water is slightly lower than the 0.49 of HOTRAX 2005. The data on 19 August 2010 shows that the albedo decreases from the ice camp at approximately 87°N to the North Pole, primarily due to the decrease in the fraction of snow-covered ice and the increase in fractions of melt-pond and open-water. The ice concentration from the aerial photos and AMSR-E(The Advanced Microwave Scanning Radiometer-Earth Observing System) images at 87.0°–87.5°N exhibits similar spatial patterns, although the AMSR-E concentration is approximately 18.0%(on average) higher than aerial photos. This can be attributed to the 6.25 km resolution of AMSR-E, which cannot separate melt ponds/submerged ice from ice and cannot detect the small leads between floes. Thus, the aerial photos would play an important role in providing high-resolution independent estimates of the ice concentration and the fraction of melt pond cover to validate and/or supplement space-borne remote sensing products near the North Pole. | LI Lanyu KE Changqing XIE Hongjie LEI Ruibo TAO Anqi | 2017 | Acta Oceanologica Sinica2017，36，1： | 3 |
| 5 | Metal cation substitution of halide perovskite nanocrystals显示文摘Recent years have seen a rapid development of lead halide perovskite(LHP)nanocrystals(NCs)as new and promising functional nanomaterials,which exhibit strong potential in a wide range of optoelectronic applications due to their superior properties and solution-processable advantages.However,to promote their progress in commercialization,overcoming the drawbacks of intrinsic lead toxicity and optimizing material performance are important and must be solved using alternative metal ions to replace Pb ions.In this review,we primarily summarize the recent development of lead-substitution strategies,which focus on the commonalities and differences of their functionalities that are induced by various doped ions.After a brief introduction to the synthesis,nucleation and growth of all-inorganic LHP NCs,a deep discussion of the crystalline structure,electronic band structure,defect states,exciton binding energy,exciton photodynamic process and stability is followed.Specifically,we highlight the importance of both theoretical calculations and experimental characterizations to establish indicative guidelines for high-performance semiconductor nanomaterials.Finally,the light emission applications are discussed,and several issues concerning future research on the controllable synthesis of halide perovskite NCs with low toxicity,superior reproducibility and properties are outlined. | Yujun Xie Anqi Zhou Xiaoshan Zhang Qiongrong Ou Shuyu Zhang | 2022 | Nano Research2022，15，7： | 1 |
| 6 | Changes in the root system of the herbaceous peony and soil properties under different years of continuous planting and replanting显示文摘The herbaceous peony(Paeonia lactiflora Pall.)has high ornamental value.Replanting problems occur when seedlings are replanted into previous holes.We studied the root system and soil environment of the'Dongjingnvlang'variety under a continuous planting regime of one,four,and seven years,and a replanting regime of one and four years.Under the condition of continuous planting,with the increase of number of years,pH,ammonium nitrogen,and nitrate nitrogen decreased in the rhizosphere and non-rhizosphere soils,whereas organic matter,available phosphorus and potassium,enzyme activities,and the number of bacteria,fungi,and actinomycetes increased.Under the condition of replanting,with the increase of number of years,fungi and actinomycetes in both soils increased,while pH,organic matter,nutrients,enzyme activities,and bacterial number decreased.pH,organic matter,nutrient content,enzyme activity and the number of bacterial were lower in soil replanted for four years,whereas the abundance of fungi and actinomycetes was higher,altering the soil from“bacterial high-fertility”to“fungal low-fertility”with increasing years of replanting.The activity of antioxidant enzymes and MDA content in roots of peony in replanting were higher than those in continuous planting,while the content of osmotic regulatory substances in replanting was lower than that in continuous planting.The results showed that there were no obvious adverse factors in soil during seven years of continuous planting,and herbaceous peony could maintain normal growth and development.However,soils after four years of replanting were not suitable for herbaceous peony growth.Benzoic acid increased with years of replanting,which potentially caused replanting problems.This study provides a theoretical basis for understanding the mechanism of replanting problems in the herbaceous peony. | Anqi Xie Limin Sun Dongliang Zhang Yang Li Zemiao Liu Xue Li Xia Sun | 2023 | Horticultural Plant Journal2023，9，4： | 1 |
| 7 | Polyethylene glycol/polylactic acid block co‐polymers as solid–solid phase change materials显示文摘Phase change materials(PCMs)are promising thermal energy storage materials due to their high specific latent heat.Conventional PCMs typically exploit the solid–liquid(s–l)transition.However,leakage and leaching are common issues for solid–liquid PCMs,which have to be addressed before usage in practical applications.In contrast,solid–solid(s–s)PCMs would naturally overcome these issues due to their inherent form stability and homogeneity.In this study,we report a new type of s–s PCM based on chemically linked polyethylene glycol(PEG,the PCM portion)with polylactic acid(PLA,the support portion)in the form of a block co‐polymer.Solid‐solid latent heat of up to 56 J/g could be achieved,with melting points of between 44°C and 55°C.For comparison,PEG was physically mixed into a PLA matrix to form a PEG:PLA composite.However,the composite material saw leakage of up to 9%upon heating,with a corresponding loss in thermal storage capacity.In contrast,the mPEG/PLA block co‐polymers were found to be completely homogeneous and thermally stable even when heated above its phase transition temperature,with no observable leakage,demonstrating the superiority of chemical linking strategies in ensuring form stability. | Xiang YDSoo Joseph K.Muiruri Jayven CCYeo Zhuang MPng Anqi Sng Huiqing Xie Rong Ji Suxi Wang Hongfei Liu Jianwei Xu Xian JLoh Qingyu Yan Zibiao Li Qiang Zhu | 2023 | SmartMat2023，4，3： | 1 |
| 8 | Impact of flow rate on corrosion of cast iron and quality of re-mineralized seawater reverse osmosis (SWRO) membrane product water显示文摘 | Juan Liang Anqi Deng Rongjing Xie Mylene Gomez Jiangyong Hu Jufang Zhang Choon Nam Ong Avner Adin | 2013 | Desalination2013，，： | 1 |
| 9 | Natural killer cell-derived extracellular vesicle significantly enhanced adoptive T cell therapy against solid tumors via versatilely immunomodulatory coordination显示文摘Insufficient tumor tropism,MHC classⅠmolecules(MHC-I)defects of tumor cells,and immunosuppressive tumor microenvironment(TME)seriously imperil the efficacy of adoptive T cell therapy on solid tumors.Here,natural killer cell-derived extracellular vesicle(Nev)is used as a versatile toolkit to synergistically improve adoptive T cell therapy for solid tumors.Specifically,Nev is modified with dibenzocyclooctynes(DBCO)linked with p H-sensitive benzoic-imine bonds;meanwhile,cytotoxic T lymphocyte(CTL)is decorated with azide groups.Then CTL is armed with Nev(CTL-Nev)through the click chemistry reaction.After systematic administration,Nev obviously promotes the tumor-targeting accumulation of CTL coming from its native tumor-tropism capability.Then,the cleavage of benzoic-imine bonds in the slightly acidic TME leads to the release of Nev,which not only directly induces tumor apoptosis but also promotes the action of CTL via multiplex pathways,such as up-regulating the MHC-I expression on tumor cells,reprogramming tumor-associated macrophages from pro-tumoral M2 phenotypes to tumoricidal M1 phenotypes.The all-around coordination of Nev with CTL results in potent tumor repression. | Weidong Nie Wenlin Fan Anqi Jiang Guanghao Wu Houli Liu Li-Li Huang Hai-Yan Xie | 2021 | Science China Chemistry2021，64，11： | 1 |
| 10 | Cleaning RFID data streams based on K-means clustering method显示文摘Currentlyradio frequency identification(RFID)technology has been widely used in many kinds of applications.Store retailers use RFID readers with multiple antennas to monitor all tagged items.However,because of the interference from environment and limitations of the radio frequency technology,RFID tags are identified by more than one RFID antenna,leading to the false positive readings.To address this issue,we propose a RFID data stream cleaning method based on K-means to remove those false positive readings within sampling time.First,we formulate a new data stream model which adapts to our cleaning algorithm.Then we present the preprocessing method of the data stream model,including sliding window setting,feature extraction of data stream and normalization.Next,we introduce a novel way using K-means clustering algorithm to clean false positive readings.Last,the effectiveness and efficiency of the proposed method are verified by experiments.It achieves a good balance between performance and price. | Lin Qiaomin Fa Anqi Pan Min Xie Qiang Du Kun Sheng Michael | 2020 | The Journal of China Universities of Posts and Telecommunications2020，27，2： | 0 |
| 11 | KEYS TO THE PAST显示文摘Today's archaeologists are building on previous excavations to unveil more mysteries of the Sanxingdui Ruins Sanxingdui Ruins site in Guanghan,Sichuan Province is named fter the nearby vilge,where there are three illocks in a straight line like three stars-the name translates to“three star mounds.” | Bao Anqi Huang Xiaoguang Xie Ying | 2021 | China Weekly2021，，5： | 0 |
| 12 | Chemical basis of pregnane X receptor activators in the herbal supplement Gancao (licorice)显示文摘Background and aims:The herbal supplement Gancao,also known as licorice,belongs to the genus Glycyrrhiza and has been used worldwide for its hepatoprotective effect.Recent studies have raised concerns about potential herb-drug interactions associated with Gancao via pregnane X receptor(PXR)-mediated induction of hepatic cytochrome P4503A4(CYP3A4).The current work aimed to determine the phytochemicals in Gancao that activate PXR and induce CYP3A4.Methods:DPX2 cells were used for cell-based PXR reporter assays.The phytochemicals in Gancao extract were identified using a metabolomics approach.The effects of PXR activators identified from in vitro studies were further investigated in PXR-and CYP3A4-humanized mouse models.Results:Gancao was verified to be a PXR-activating herb.Two major phytochemicals in Gancao,gly-cyrrhizin(GZ)and glycyrrhetinic acid(GA),did not activate PXR in the cell-based reporter assays.However,glabridin was shown to activate PXR in a dose-dependent manner.In vivo studies confirmed that GZ is not a PXR activator and glabridin is a weak PXR activator.Although GA did not active PXR in vitro,it induced CYP3A4 expression in a PXR-dependent manner in the PXR-and CYP3A4-humanized mice. | Anqi Cheng Saifei Lei Junjie Zhu Jie Lu Mary F.Paine Wen Xie Xiaochao Ma | 2022 | Liver Research2022，6，4： | 0 |
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