Multi-channel learning for integrating structural hierarchies into context-dependent molecular representation by Yue Wan, Jialu Wu, Tingjun Hou, Chang-Yu Hsieh, Xiaowei Jia

“…They also struggle to learn the subtle variations in structure-activity relationship. This paper introduces a multi-channel pre-training framework that learns robust and generalizable chemical knowledge. …”
Get full text

Improved enzyme functional annotation prediction using contrastive learning with structural inference by Yuxin Yang, Abby Jerger, Song Feng, Zixu Wang, Christina Brasfield, Margaret S. Cheung, Jeremy Zucker, Qiang Guan

“…However, the majority of these methods have primarily focused on either amino acid sequence data or protein structure data, neglecting the potential synergy of combining both modalities. …”
Get full text

Study on the Dynamic Instability Mechanism of the Rock Formation in the Multifault Structure Zone of the Stope by Hanxiao Guo, Weijian Yu, Yong Liu, Zongtang Zhang, Xiangtao Kang

“…At the same time, the mechanism of the dynamic instability of the rock formation in the multifault structure zone of the stope has been studied through similar simulation experiments and on-site data analysis. …”
Get full text

A flexible way to study composites in ecology using structural equation modeling by Xi Yu, Florian Schuberth, Jörg Henseler

“…In practice, however, researchers relying on the common approaches to study composites encounter limitations in flexibly specifying composites with structural equation modeling (SEM). To enrich the researchers’ statistical toolbox and to flexibly model composites in structural equation models, we introduce the Henseler–Ogasawara (H–O) specification to the field of ecology. …”
Get full text

Structure of Small and Medium-Sized Business: Results of Total Statistic Observations in Russia by Iuliia S. Pinkovetskaia, Igor V. Balynin

“…The aim of the research is estimation of regularities and tendencies, characteristic for modern sectoral structure of small and mediumsized business in Russia. …”
Get full text

Evaluation of the seafloor structural setting of Alamein New City offshore area, Egypt by Amr Z. Hamouda, Mohamed M. Gobashy, Khaled S. Soliman, Mohamed A. Nassar, Suzan M. El-Gharabawy

“…The study of the offshore extension is important to define the morpho-sedimentary seafloor features and evaluate the structure of the seafloor, sand resources, and the quantities of sediments that are responsible for beach renourishment. …”
Get full text

Genomic structural equation modeling elucidates the shared genetic architecture of allergic disorders by Jingsheng Ruan, Xinglin Yi

“…Methods Our study employed genomic structural equation modeling (Genomic SEM) to define the common factor representing the shared genetic architecture of allergic disorders. …”
Get full text

A Theoretical Study of Structural, Electronic, and Vibration Properties of Acetylcholine Chloride and Bromide by Kirill A. Gordienko, Aleksei B. Gordienko, Yurii N. Zhuravlev

“…The purpose of the study was to define the structural parameters and basic electronic and vibration characteristics of crystal acetylcholine halides (ACh-Hal). …”
Get full text

Structural health monitoring and evaluation method for an immersed tunnel based on deep learning by Yuhang Wei, Jinfang Hou, Linhu Yang, Bin Li, Zonghao Ma, Zhao Liu, Wenhao Sun, Binlei Wang

“…This research examines sensor data to evaluate variations in critical parameters and their effects on structural integrity. …”
Get full text

THE STRUCTURAL ELEMENTS OF SPRING BARLEY YIELD AND THEIR CONTRIBUTION INTO FORMATION OF HIGH PRODUCTIVITY OF PLANTS by N. N. Anisimova, E. V. Ionova

“…It has been analyzed which elements of the yield structure are primary in the formation of high productivity of the crop under the insufficient water supply. …”
Get full text

Structural position of Tolmachevsky active magmatic center in Southern Kamchatka and its origin by A. G Nurmukhamedov, M. D. Sidorov

“…The description of the volumetric density model and its analysis in conjunction with other data are presented herein. The data regarding the Tolmachevsky active magmatic center (TAMC) structural position and its origin is supplemented. …”
Get full text

Justification of Image Format Structure for Solving Pattern Recognition Problems in Environmental Monitoring by D. V. Vasilieva, S. V. Dvornikov, S. S. Dvornikov

Get full text

Influence of Tectonic and Geological Structure on GIC in Southern South Island, New Zealand by M. Ingham, K. Pratscher, W. Heise, E. Bertrand, M. Kruglyakov, C. J. Rodger

“…Abstract As part of a 5‐year project to assess the risk posed by geomagnetically induced currents (GIC) to the New Zealand electrical transmission network, long‐period magnetotelluric (MT) measurements have been made at 62 sites in southern South Island of New Zealand, a region where there was an absence of previous MT data. The data are largely 3‐dimensional in character, but show distinct features that can be related to the known tectonic and geological structure. …”
Get full text

ON STRUCTURED AND DIFFUSE SEISMICITY, STIFFNESS OF EARTHQUAKE FOCI, AND NONLINEARITY OF MAGNITUDE RECURRENCE GRAPHS by Evgeny G. Bugaev

“…Sample cases demonstrate the use of data sets on nonstiff and stiff foci for separate evaluation of magnitude reoccurrence curves, analyses of structured and dissipated seismicity, review of the physical nature of nonlinearity of recurrence curves and conditions of preparation of strong earthquakes. …”
Get full text

Measurement of Visitors’ Satisfaction towards Health Tourism: Structural Equation Modeling Analysis by Afzal Hossain

“…A partial least square structural equation modeling (PLS-SEM) approach was used to measure the data and test the hypotheses. …”
Get full text

Survival of patients with malignant tumors of the eye by sex, age and histological structure of neoplasms by Vakhtang Merabishvili, El’vira Merabishvili

“…This same applies to the structure of histological tumor types.Conclusions. …”
Get full text

STRUCTURAL LAKE DECODING IN NORTH-WESTERN PART OF BELARUS ACCORDING TO SPACE PHOTOS by V. I. Mikhailov

“…The paper contains an experience of structural lake decoding according to space photos. …”
Get full text

Fatigue Stress Estimation of an Offshore Jacket Structure Based on Operational Modal Analysis by Bruna Nabuco, Marius Tarpø, Ulf T. Tygesen, Rune Brincker

“…A case study using data from a real offshore structure is presented based on measurements recorded during normal operation conditions of an offshore tripod jacket. …”
Get full text

Adaptive gradient scaling: integrating Adam and landscape modification for protein structure prediction by Vitalii Kapitan, Michael Choi

Get full text

Examining the impacts of urban tree structure and condition on adult depression in the United States by Lalita Dhal, Jason Gordon, Alexander Young, Mukti R. Subedi, Katie Jennings, Lucie Lepine, Thomas Brandeis, Puneet Dwivedi

“…Adult depression data were obtained from the Centers for Disease Control and Prevention, and individual tree structure and condition data were calculated using the Urban Forest Inventory and Analysis Program. …”
Get full text