Convolution of the physical point cloud for predicting the self-assembly of colloidal particles by Seunghoon Kang, Young Jin Lee, Kyung Hyun Ahn

“…The approach involves constructing a physical point cloud from inter-particle stress information extracted from randomly distributed colloidal particles and embedding it into a graph convolutional network (GCN). …”
Get full text

Measuring work-life wellness: A South African validation study by Melissa du Plessis, Monica Kirsten

“…While items related to work-life functioning (WLF) and work-life interference (WLI) are included, they primarily reflect this overarching construct. …”
Get full text

Simulation of Vertical Movements of Seawater in Stratified Reservoirs by N. V. Kudinov, A. A. Filina, A. V. Nikitina, D. V. Bondarenko, I. F. Razveeva

“…Methods and estimates of approximation quality criteria, such as stability and convergence, are developed, while a combination of approaches to constructing economical difference schemes, such as splitting by physical processes, regularization by B. …”
Get full text

Cross-talk between mitophagy pathways in pre-eclampsia and gestational diabetes mellitus: a systematic analysis of shared molecular mechanisms by Lidan He, Lin Lu, Xia Zhang, Xiuyan Wu, Feng Zhan, Jianbo Wu

“…Functional enrichment and regulatory networks involving MRDEGs, miRNAs and transcription factors (TFs) were constructed. …”
Get full text

Prediction of teaching quality in the context of smart education: application of multimodal data fusion and complex network topology structure by Chunzhong Li, Chenglan Liu, Wenliang Ju, Yuanquan Zhong, Yonghui Li

“…Firstly, the article utilized a score management system and intelligent cameras to collect multimodal learning data; then, the original signal was decomposed into detail layers and approximation layers of different frequencies using wavelet transform, and high-frequency detail layers were processed for denoising through threshold functions; afterwards, in order to reduce the network size and parameters, attention mechanism was applied to screen the input features of the neural network; using students, teachers, and learning resources as network nodes, the connections between nodes were analyzed and a complex network topology structure was constructed; then, attention mechanism was used to fuse multimodal data, assigning different weights to each modality, integrating educational information, and highlighting key information in the prediction task. …”
Get full text

The structure and predictive value of intrinsic capacity in a longitudinal study of ageing by John R Beard, A T Jotheeswaran, Matteo Cesari, Islene Araujo de Carvalho

“…More of the indirect effect of personal characteristics on incident loss of ADLs and IADLs was mediated by intrinsic capacity than multimorbidity.Conclusions The WHO construct of intrinsic capacity appears to provide valuable predictive information on an individual’s subsequent functioning, even after accounting for the number of multimorbidities. …”
Get full text

Identification of glucocorticoid-related genes in systemic lupus erythematosus using bioinformatics analysis and machine learning. by Yinghao Ren, Weiqiang Chen, Yuhao Lin, Zeyu Wang, Weiliang Wang

“…We conducted Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA) to investigate biological functional differences, and we also conducted CIBERSORTx to estimate the number of immune cells. …”
Get full text

Exploring the regulatory role of long non-coding RNAs in pigmentation in juvenile Plectropomus leopardus by Xianwu Deng, Xi Liu, Lei Pang, Rahayu Gea, Huapu Chen, Guangli Li, Chunhua Zhu, Mouyan Jiang

“…By reporting body colour genes in the existing literature, and then constructing lncRNA-mRNA network, as well as functional enrichment of lncRNA-mRNA target genes, DELs were found to be mainly involved in carotenoid metabolism and red pigmentation (such as MSTRG.9028.1, MSTRG.21543.1, etc.), melanin synthesis and pigmentation regulation (such as MSTRG.22153.1, MSTRG.7025.5, etc.). …”
Get full text

Peculiarities of university brand formation in the context of political branding of the front-line territory (on the example of the city of Kherson) by Serhii Kostiuchkov

“…It has been established that a brand is a product of human imagination and creative activity - it is a kind of mental construct, a mental image, a symbolic model, the activation of which will serve to specify the orientation of the consumer of goods and/or services in the relevant market. …”
Get full text

Professional judgement: a social practice perspective on a multiple mini-interview for specialty training selection by Chris Roberts, Annette Burgess, Karyn Mossman, Koshila Kumar

“…Data analysis balanced description and explicit interpretation of the meanings and functions of the interviewers’ actions and behaviours. …”
Get full text

Generic Models of Willow (genus Salix L.) Tree Phytomass: a Meta-Analysis by Andrey А. Paramonov, Vladimir A. Usoltsev, Sergey V. Tretyakov, Ilya V. Tsvetkov, Ivan S. Tsepordey

“…In the course of the work, the models have been constructed for assessing the aboveground phytomass of trees both in diameter at the stem base and in diameter at breast height, the information content of which is close to functional, and the biases are only about 2 %. …”
Get full text

Transhumanism in Analytical Prospects of Classical and Non-Classic Sociology by A. V. Shcherbina

“…Durkheim, the structural-functional analysis of T. Parsons, the genealogical analysis of M. …”
Get full text

Vitamin B12-impaired metabolism produces apoptosis and Parkinson phenotype in rats expressing the transcobalamin-oleosin chimera in substantia nigra. by Carlos Enrique Orozco-Barrios, Shyue-Fang Battaglia-Hsu, Martha Ligia Arango-Rodriguez, Jose Ayala-Davila, Celine Chery, Jean-Marc Alberto, Henry Schroeder, Jean-Luc Daval, Daniel Martinez-Fong, Jean-Louis Gueant

“…<h4>Background</h4>Vitamin B12 is indispensable for proper brain functioning and cytosolic synthesis of S-adenosylmethionine. …”
Get full text

Effect of -O- on Water Molecule Adsorption and Adsorption Mechanism of Lignite and Coke by Xue Bai, Yue Yin Song, Ying Yue Teng, Wen Lu Zhang, Yin Min Song, Yun Fei Wang

“…This was the result of the interactions between the pores and the oxygen-containing functional groups. Based on the above analysis, water molecule adsorption mechanism models of lignite and coke were constructed. …”
Get full text

Fission yeast essential nuclear pore protein Nup211 regulates the expression of genes involved in cytokinesis. by Domenick Kamel, Ayisha Sookdeo, Ayana Ikenouchi, Hualin Zhong

“…To better understand its functions, we constructed a nup211 "shut-off" strain and observed that Nup211 depletion led to severe defects in cell cycle progression, including septation and cytokinesis. …”
Get full text

Organization of foreign specialists’ professional training in Russian higher education institutions: principal objectives by P. V. Krahotkin

“…Foreign specialists’ professional training is aimed not only at acquiring knowledge and skills which allow them to effectively implement their professional activities, perform their functional professional duties, but also at formation of person’s significant qualities which provide constructive relationships with the partners and the social environment – taking into account the multiculturalism and multi-confessional society.Conclusion. …”
Get full text

Alterations of the transcriptome of Sulfolobus acidocaldarius by exoribonuclease aCPSF2. by Birgit Märtens, Fabian Amman, Salim Manoharadas, Lukas Zeichen, Alvaro Orell, Sonja-Verena Albers, Ivo Hofacker, Udo Bläsi

“…In this study, the Sso-aCPSF2 orthologue of Sulfolobus acidocaldarius (Saci-aCPSF2) was functionally characterized. Like Sso-aCPSF2, Saci-aCPSF2 degrades RNA with 5´ to 3´ directionality in vitro. …”
Get full text

The essential role of U.S.-China tensions: a fresh insight into the gold market by Meng QIN

“…-China tensions in shaping the dynamics of gold market is crucial for constructing high-performing portfolios. To this end, our study employs both full and sub sample approaches to explore the intricate relationship between the U.S.…”
Get full text

A STUDY ON THE FREQUENCY RESPONSE OF A COMPOSITE PRE-STRESSED SYSTEM UNDER AN INCLINED HARMONIC LOADING by Ahmet Daşdemir

“…The nonlinear governing equations are linearized and boundary-contact conditions are derived using Hamilton’s principle. Total energy functional is constructed based on the principle of the variational formulation, and then the forced vibration of elastic composite plate-strip is analyzed using the finite element method (FEM). …”
Get full text