supported by Guangdong Basic and Applied Basic Research Foundation(Grant No.2022A1515011986);National Natural Science Foundation of China(Grant No.31700986).
Regression estimates are biased when potential confounders are omitted or when there are other similar risks to validity.The instrumental variable(IV)method can be used instead to obtain less biased estimates or to st...
supported by National Natural Science Foundation of China(Grant No.61972261);Natural Science Foundation of Guangdong Province(Grant No.2314050006683);Key Basic Research Foundation of Shenzhen(Grant Nos.JCYJ2022081810,0205012);Basic Research Foundation of Shenzhen(Grant No.JCYJ20210324093609026)。
The naive Bayesian classifier(NBC)is a supervised machine learning algorithm having a simple model structure and good theoretical interpretability.However,the generalization performance of NBC is limited to a large ex...
Supported by the National Natural Science Foundation of China(Grant Nos.11771178;12171198);the Science and Technology Development Program of Jilin Province(Grant No.20210101467JC);the Technology Program of Jilin Educational Department During the“14th Five-Year”Plan Period(Grant No.JJKH20241239KJ);the Fundamental Research Funds for the Central Universities.
Let M_(n,p)=(X_(i,k))_(n×p)be an n×p random matrix whose p columns X^((1)),...,X^((p))are an n-dimensional i.i.d.random sample of size p from 1-dependent Gaussian populations.Instead of investigating the special cas...
supported by the National Natural Science Foundation of China (Grant Nos.U2341244,12172179,and 11772160);the Postgraduate Research&Practice Innovation Program of Jiangsu Province.
A simplified calculation of the specimen’s stress-strain curve is generally conducted using the two-wave method by the split Hopkinson pressure bar(SHPB),which aligns the onset of the transmitted and reflected waves....
Among the near-miss incidents related to the operation of training ship of the JMETS(Japan Agency of Maritime Education and Training for Seafarers),three characteristic cases were analyzed,extracting their circumstanc...
financially supported by the National Natural Science Foundation of China(Grant Nos.42088101 and 41875099)。
Changes in the activities of the Boreal Summer Intraseasonal Oscillation(BSISO)at the end of 21st century under the SSP5-8.5 scenario are assessed by adopting 17 CMIP6 models and the weak-temperature-gradient assumpti...
supported by the 2023 Young Scholars’Research Project of the Civil Law Association of China Law Society(No.2023MFXH015)。
I.INTRODUCTION.The traditional design of institutions in the field of damages is based on the assumption that the infringer and the infringed are on a one-to-one basis,thus implements homogeneous compensation accordin...
supported by the Fundamental Research Funds for the Central Universities(Grant No.2022JKF02039).
Graph Neural Networks(GNNs)play a significant role in tasks related to homophilic graphs.Traditional GNNs,based on the assumption of homophily,employ low-pass filters for neighboring nodes to achieve information aggre...
supported by the National Key Laboratory for Complex Systems Simulation Foundation(6142006190301)。
At present,although knowledge graphs have been widely used in various fields such as recommendation systems,question and answer systems,and intelligent search,there are always quality problems such as knowledge omissi...
supported by the National Science and Technology Major Project,China(No.2017-II-0009-0023);China’s 111 project(No.B17037);sponsored by Innovation Foundation for Doctor Dissertation of Northwestern Polytechnical University,China.
This paper presents a thorough study of the effect of the Constant Eddy Viscosity(CEV)assumption on the optimization of a discrete adjoint-based design optimization system.First,the algorithms of the adjoint methods w...