An ongoing multi-country outbreak of monkeypox was reported in May 2022 with several deaths,affecting 107 countries of all six World Health Organization(WHO)regions.The WHO has declared the current monkeypox outbreak ...An ongoing multi-country outbreak of monkeypox was reported in May 2022 with several deaths,affecting 107 countries of all six World Health Organization(WHO)regions.The WHO has declared the current monkeypox outbreak to be a Public Health Emergency of International Concern.It is,thus,necessary to rapidly and accurately detect and distinguish different monkeypox virus(MPXV)clades.We designed primers and probes based on the alignment of 138 complete genomes of poxviruses.In Panel 1,we mixed one pair of primers and three probes to detect and differentiate the MPXV Western Africa(IIa,IIb clade)and Congo Basin(I clade)and other orthopoxviruses.In Panel 2,we mixed one pair of primers and two probes to detect the 2022 MPXV(B.1 lineage and its descendant lineages).In addition,we tested the specificity and sensitivity of the assay using real-time PCR.In Panel 1,the assay reproducibly identified various concentrations of two plasmids of the monkeypox virus,whereas other orthopoxviruses did not cross-react.In Panel 2,the probe annealed well to MPXV B.1 and showed the expected linearity.These two multiple real-time assays are inclusive and highly specific for identifying different clades of MPXV.展开更多
Reserve allocation is a significant problem faced by commercial banking businesses every day. To satisfy the cash requirement of customers and abate the vault cash pressure, commercial banks need to appropriately allo...Reserve allocation is a significant problem faced by commercial banking businesses every day. To satisfy the cash requirement of customers and abate the vault cash pressure, commercial banks need to appropriately allocate reserves for each bank outlet. Excessive reserve would impact the revenue of bank outlets. Low reserves cannot guarantee the successful operation of bank outlets. Considering the reserve requirement is effected by the past cash balance, we deal the reserve allocation problem as a time series prediction problem, and the Long Short Time Memory(LSTM) network is adapted to solve it. In addition, the proposed LSTM prediction model regards date property, which can affect the cash balance, as a primary factor. The experiment results show that our method outperforms some existing traditional methods.展开更多
采用热聚合法结合溶胶法制备了TiO_(2)改性g-C_(3)N_(4)异质结光催化材料。采用透射电子显微镜(TEM)、X射线衍射仪(XRD)、紫外-可见漫反射光谱仪以及光致发光(PL)光谱仪等对其结构和性能进行了表征,研究了其对有机染料亚甲基蓝(MB)溶液...采用热聚合法结合溶胶法制备了TiO_(2)改性g-C_(3)N_(4)异质结光催化材料。采用透射电子显微镜(TEM)、X射线衍射仪(XRD)、紫外-可见漫反射光谱仪以及光致发光(PL)光谱仪等对其结构和性能进行了表征,研究了其对有机染料亚甲基蓝(MB)溶液的光催化降解活性。结果表明,TiO_(2)颗粒分布在g-C_(3)N_(4)的片层表面与其形成稳固的异质结结构,g-C_(3)N_(4)和TiO_(2)之间具有强烈的协同作用,提高了光催化材料在可见光区域的响应强度,并且有效地阻止了光催化材料中光生电子和空穴的复合,大大提高了催化剂的光催化反应效率。在可见光照射下,3.0 g g-C_(3)N_(4)制备的异质结复合材料对MB的降解率可达90.3%,与纯g-C_(3)N_(4)相比光催化性能有显著提高。循环测试表明该异质结光催化材料具有很好的光催化稳定性。展开更多
基金supported by the National Key Research and Development Program of China(2016YFD0500301,2021YFC0863300).
文摘An ongoing multi-country outbreak of monkeypox was reported in May 2022 with several deaths,affecting 107 countries of all six World Health Organization(WHO)regions.The WHO has declared the current monkeypox outbreak to be a Public Health Emergency of International Concern.It is,thus,necessary to rapidly and accurately detect and distinguish different monkeypox virus(MPXV)clades.We designed primers and probes based on the alignment of 138 complete genomes of poxviruses.In Panel 1,we mixed one pair of primers and three probes to detect and differentiate the MPXV Western Africa(IIa,IIb clade)and Congo Basin(I clade)and other orthopoxviruses.In Panel 2,we mixed one pair of primers and two probes to detect the 2022 MPXV(B.1 lineage and its descendant lineages).In addition,we tested the specificity and sensitivity of the assay using real-time PCR.In Panel 1,the assay reproducibly identified various concentrations of two plasmids of the monkeypox virus,whereas other orthopoxviruses did not cross-react.In Panel 2,the probe annealed well to MPXV B.1 and showed the expected linearity.These two multiple real-time assays are inclusive and highly specific for identifying different clades of MPXV.
文摘Reserve allocation is a significant problem faced by commercial banking businesses every day. To satisfy the cash requirement of customers and abate the vault cash pressure, commercial banks need to appropriately allocate reserves for each bank outlet. Excessive reserve would impact the revenue of bank outlets. Low reserves cannot guarantee the successful operation of bank outlets. Considering the reserve requirement is effected by the past cash balance, we deal the reserve allocation problem as a time series prediction problem, and the Long Short Time Memory(LSTM) network is adapted to solve it. In addition, the proposed LSTM prediction model regards date property, which can affect the cash balance, as a primary factor. The experiment results show that our method outperforms some existing traditional methods.
文摘采用热聚合法结合溶胶法制备了TiO_(2)改性g-C_(3)N_(4)异质结光催化材料。采用透射电子显微镜(TEM)、X射线衍射仪(XRD)、紫外-可见漫反射光谱仪以及光致发光(PL)光谱仪等对其结构和性能进行了表征,研究了其对有机染料亚甲基蓝(MB)溶液的光催化降解活性。结果表明,TiO_(2)颗粒分布在g-C_(3)N_(4)的片层表面与其形成稳固的异质结结构,g-C_(3)N_(4)和TiO_(2)之间具有强烈的协同作用,提高了光催化材料在可见光区域的响应强度,并且有效地阻止了光催化材料中光生电子和空穴的复合,大大提高了催化剂的光催化反应效率。在可见光照射下,3.0 g g-C_(3)N_(4)制备的异质结复合材料对MB的降解率可达90.3%,与纯g-C_(3)N_(4)相比光催化性能有显著提高。循环测试表明该异质结光催化材料具有很好的光催化稳定性。
