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| 1 | Machine-learned interatomic potentials by active learning:amorphous and liquid hafnium dioxide显示文摘We propose an active learning scheme for automatically sampling a minimum number of uncorrelated configurations for fitting the Gaussian Approximation Potential(GAP).Our active learning scheme consists of an unsupervised machine learning(ML)scheme coupled with a Bayesian optimization technique that evaluates the GAP model.We apply this scheme to a Hafnium dioxide(HfO2)dataset generated from a“melt-quench”ab initio molecular dynamics(AIMD)protocol.Our results show that the active learning scheme,with no prior knowledge of the dataset,is able to extract a configuration that reaches the required energy fit tolerance.Further,molecular dynamics(MD)simulations performed using this active learned GAP model on 6144 atom systems of amorphous and liquid state elucidate the structural properties of HfO2 with near ab initio precision and quench rates(i.e.,1.0 K/ps)not accessible via AIMD.The melt and amorphous X-ray structural factors generated from our simulation are in good agreement with experiment.In addition,the calculated diffusion constants are in good agreement with previous ab initio studies. | Ganesh Sivaraman Anand Narayanan Krishnamoorthy Matthias Baur Christian Holm Marius Stan Gábor Csányi Chris Benmore Álvaro Vázquez-Mayagoitia | 2020 | npj Computational Materials2020，，1： | 10 |
| 2 | A critical role of IL-17 in modulating the B-cell response during H5N1 influenza virus infection显示文摘Interleukin-17(IL-17),a member of the IL-17 cytokine family,plays a crucial role in mediating the immune response against extracellular bacteria and fungi in the lung.Although there is increasing evidence that IL-17 is involved in protective immunity against H1 and H3 influenza virus infections,little is known about the role of IL-17 in the highly pathogenic H5N1 influenza virus infection.In this study,we show that H5N1-infected IL-17 knockout(KO)mice exhibit markedly increased weight loss,more pronounced lung immunopathology and significantly reduced survival rates as compared with infected wild-type controls.Moreover,the frequency of B cells in the lung were substantially decreased in IL-17 KO mice after virus infection,which correlated with reduced CXCR5 expression in B cells and decreased CXCL13 production in the lung tissue of IL-17 KO mice.Consistent with this observation,B cells from IL-17 KO mice exhibited a significant reduction in chemokine-mediated migration in culture.Taken together,these findings demonstrate a critical role for IL-17 in mediating the recruitment of B cells to the site of pulmonary influenza virus infection in mice. | Xiaohui Wang Chris CS Chan Min Yang Jun Deng Vincent KM Poon Virtual HC Leung King-Hung Ko Jie Zhou Kwok Yung Yuen Bo-Jian Zheng Liwei Lu | 2011 | Cellular & Molecular Immunology2011，8，6： | 2 |
| 3 | Yoga Asana Ses- sions Increase Brain GABA Levels:A Pilot study 显示文摘 | Chris CS Jensen JE Howard JC | 2007 | Journal of Alternative and Complementary Medicine2007，13，4： | 1 |
| 4 | Soft tissue thermody-namics before, during and after cold pact therapy显示文摘 | Enwem~ka CS Chris A | 2002 | Medicine Science in Sports Exercise2002，34，4： | 1 |
| 5 | Lighting and energy performance of solar film coating in air-conditioned cellular offices 显示文摘 | Danny HW Li Joseph C Lam Chris CS Lau | 2004 | Renewable Energy2004，29，6： | 1 |
| 6 | Maternal Drug Abuse Versus Maternal Depression:Vulnerability and Flesilience among School-age and Adolescent Offspring显示文摘 | SUNIYA SL CHRIS CS | | 0，，： | 1 |
| 7 | Soft tissue thermodynamics before,during and after cold pact therapy显示文摘 | Enwemeka CS Chris A | 2002 | Medicine Science in Sports Exercise2002，34，1： | 1 |
| 8 | Soft tissue thermodynamics before , during and after cold pact therapy 显示文摘 | Enwemeka CS Chris A | 2002 | Medicine & Science in Sports & Exercise2002，34，1： | 1 |
| 9 | HSDL附体 地球最高速固态硬盘显示文摘SATA是目前普通PC上的存储设备能用到的最快接口,但是随着固态硬盘的面世及其性能的不断提升,加上部分电脑发烧友或者企业级用户对数据吞吐量的怪兽级要求,无论是SATA又成者食SAS的带宽都显得捉襟见肘。本文的主角有二,一个是OCZ所推出的极速数据传输接口(HSDL),另外一个是其配对产物旧IS固态硬盘。它们会表现得更好吗?具体能好多少?我们一齐来细看。 | Chris Angelini CS | 2010 | 现代计算机(中旬刊)2010，，11： | 0 |
| 10 | 欧洲猛禽和鸮类监测:现状以及未来的需求显示文摘欧洲现有的56种猛禽和鸮类中有64%保护状况不佳。除了其自身需要保护以外,猛禽和鸮类还是更广泛的环境'健康'的哨兵,因为它们是广泛分布的顶极食肉动物,相对易于监测,而且对多种地理尺度内的环境变化敏感。随着全球越来越意识到生物多样性损失的加快,而欧盟也制定了相关的具有前瞻性的生物多样性政策,这都迫切需要增加泛欧洲范围内国家监督猛禽种群的计划的合作。本文我们描述了对这个目的有贡献的现有项目,特别是现有的'MEROS'项目,对欧洲22个鸟盟成员国的国家猛禽监测现有状况的问卷调查的结果,一个增强的泛欧洲猛禽监测计划所面临的挑战,以及一些有效获得有助于该计划的专家意见的建议方式。 | András Kovács Ubbo C.C.Mammen Chris V.Wernham 丁莉 | 2008 | AMBIO-人类环境杂志2008，37，6： | 0 |
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