The Russian Oil and Gas Sector in the Projection of Modern Transformational Trends by E. A. Kuklina, A. D. Palchik

“…The successful and consistent solution of the tasks of green energy transfer allows us to achieve the application of corporate strategy methods and operational efficiency methods for key vectors. There is a high correlation between the indicators of ESG investments and the net profit of oil and gas companies; PJSC Tatneft and PJSC NK Rosneft have the most significant correlation coefficient. …”
Get full text

Influence of Spatial Scale Effect on UAV Remote Sensing Accuracy in Identifying Chinese Cabbage (<i>Brassica rapa</i> subsp. <i>Pekinensis</i>) Plants by Xiandan Du, Zhongfa Zhou, Denghong Huang

“…The recognition results were vectorized and combined with field data for the statistical verification of accuracy. …”
Get full text

Research on target localization and adaptive scrubbing of intelligent bathing assistance system by Ping Li, Ping Li, Shikai Feng, Hongliu Yu

“…After the end is in contact with the target, the point cloud scrubbing trajectory is optimized using cubic B-spline interpolation. Normal vectors are estimated based on approximate triangular dissected dyadic relations. …”
Get full text

Non-Invasive Painting Pigment Classification Through Supervised Machine Learning by Michal Piotr Markowski, Solongo Gansukh, Mateusz Madry, Robert Borowiec, Jaroslaw Rogoz, Boguslaw Szczupak

“…A total of 600 initial raw images were acquired, from which 4000 image patches were extracted for feature engineering. Feature vectors were obtained from visible reflectography, ultraviolet false-color imaging (UVFC), and infrared false-color imaging (IRFC) using statistical descriptors derived from RGB channels. …”
Get full text

Thermodynamic carbon pump: an account paper of CO2 adsorption in low and medium-temperature by Chunfeng Li, Ruikai Zhao, Shuangjun Li, Zhixin Huang, Junyao Wang, Shuai Deng

“…Third, creating lifecycle assessment methodologies incorporating resource recovery economics. These research vectors collectively form an actionable agenda for advancing CCS systems toward industrial scalability and net-zero alignment. …”
Get full text

The Modular and Integrated Data Assimilation System at Environment and Climate Change Canada (MIDAS v3.9.1) by M. Buehner, J.-F. Caron, E. Lapalme, A. Caya, P. Du, Y. Rochon, S. Skachko, M. Bani Shahabadi, S. Heilliette, M. Deshaies-Jacques, W. Chang, M. Sitwell

“…The modular software design also allows the code that implements high-level components (e.g. observation operators, error covariance matrices, state vectors) to easily be used in many different ways depending on the application, such as for both variational and ensemble DA algorithms, for estimating the observation impact on short-term forecasts, and for performing various observation pre-processing procedures. …”
Get full text

A Novel Approach to Transient Fourier Analysis for Electrical Engineering Applications by Mariana Beňová, Branislav Dobrucký, Jozef Šedo, Michal Praženica, Roman Koňarik, Juraj Šimko, Martin Kuchař

“…The first approach combines the Fourier series with the Laplace–Carson (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi mathvariant="script">L</mi><mtext>-</mtext><mi>C</mi></mrow></semantics></math></inline-formula>) transform in the complex domain, utilizing complex time vectors to streamline the computation of the original function. …”
Get full text

In-situ TEM Study of Dislocation Loop Evolution in Tungsten under Dual-ion Beam Irradiation by MA Pengfei1, LIU Yan2, CAO Liuxuan2, ZHANG Yapei1, LI Xiurui1, TIAN Wenxi1, QIU Suizheng1, SU Guanghui1

“…As irradiation progresses, dislocation loops gradually nucleate, forming small-sized dislocation loops. The nucleation process spans the entire dislocation loop evolution loops process. …”
Get full text

A Deep Learning Approach for Fault Detection and Localization in MT-VSC-HVDC System Utilizing Wavelet Scattering Transform by Manohar Mishra, Debadatta Amaresh Gadanayak, Abha Pragati, Jai Govind Singh

“…The approach integrates the wavelet scattering transform (WST) to extract low-variance feature vectors and a newly developed variable batch size long-short-term-memory (VB-LSTM) network for accurate fault detection. …”
Get full text

Knockdown of IER3 Promotes Osteogenic Differentiation of Human Mesenchymal Stem Cells by Yuqing Han, Hongyang Ma, Zhihui Tang, Chanyuan Jin

“…<b>Background</b>: The differentiation process of human mesenchymal stem cells (hMSCs) is regulated by a variety of chemical, physical, and biological factors. …”
Get full text

DISCRETE DEFORMATION WAVE DYNAMICS IN SHEAR ZONES: PHYSICAL MODELLING RESULTS by S. A. Bornyakov, I. A. Panteleev, A. A. Tarasova

“…Figure 1 (B) shows an optical image of a fragment of the shear zone. The photos were processed by the digital image correlation method described in [Sutton et al., 2009]. …”
Get full text

LncRNA GABARAPL2 promotes non‑union long bone fractures by suppressing bone mesenchymal stromal cell osteogenesis by Hurong Du, Wenlong Zhang, Zeyuan Liu, Wei Liu

“…Abstract Background Fracture healing is a complex biological process involving precisely coordinated phases of inflammation, cartilage formation, vascularization, and bone remodeling. …”
Get full text

Enhancing corn industry sustainability through deep learning hybrid models for price volatility forecasting. by Chengjin Yang, Yanzhong Zhai, Zehua Liu

“…Secondly, BiTCEN designed in this paper effectively captures the short-term dependencies in the corn price data through the unique bidirectional structure and the special hybrid convolutional structure, and then accurately extracts the local features of the data, while BiLSTM mines the long-term trends and complex dependencies in the data by exploiting its bidirectional processing and long-term memory capabilities. Finally, FECAM enhances the focus on key temporal features in the frequency domain by grouping the input features along the channel dimensions and applying discrete cosine transform to generate attention vectors, improving the prediction accuracy and robustness of the model. …”
Get full text

Imbalanced Power Spectral Generation for Respiratory Rate and Uncertainty Estimations Based on Photoplethysmography Signal by Soojeong Lee, Mugahed A. Al-antari, Gyanendra Prasad Joshi, Yeong Hyeon Gu

“…Therefore, we confirm that IPSG is efficiently trained to predict the complex nonlinear relationship between the feature vectors obtained from the photoplethysmography signal and the reference RR. …”
Get full text

How much energy can giant reed and Miscanthus produce in marginal lands across Italy? A modelling solution under current and future scenarios by Giovanni Alessandro Cappelli, Fabrizio Ginaldi, Davide Fanchini, Enrico Ceotto, Marcello Donatelli

Get full text

Foreign object recognition for mine conveyor belt iron separators based on transfer learning with EfficientNet by Hailong YANG, Yiping YUAN, Panpan FAN, Lu XIAO, Feiyang ZHAO, Shaoke YUAN

“…Contrast Limited Adaptive Histogram Equalization was applied to pre-process low-illumination images, enhancing image contrast and clarity. …”
Get full text

A Molecular Dynamics Study of the Solvation Properties of Sugars in Supercritical Carbon Dioxide by Alexandrine Lambert, Francesca Ingrosso

“…Given the biocompatibility of this medium, extraction technologies based on scCO₂ are particularly attractive, and a molecular-level understanding of intermolecular interactions is crucial for optimizing processing conditions. Functionalized sugars and cyclic oligosaccharides, such as cyclodextrins, can be rendered soluble in scCO₂, opening new avenues for vectorization strategies and supramolecular chemistry in this medium. …”
Get full text

MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation by Liang Xu, Mingxiao Chen, Yi Cheng, Pengwu Song, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu

“…The resulting multi-scale feature vectors are then spatially unfolded, concatenated, and fed through a Global Perceptron module to model global dependencies. …”
Get full text

Three-Dimensional Minute-Scale Displacement of Fels Slide Measured With Multistation <italic>Ku</italic>-Band Ground-Based Radar by Farnoush Hosseini, Bernhard Rabus, Franz J. Meyer, Davide Donati, Doug Stead, John J. Clague

“…We present a methodological framework for processing ground-based radar data that corrects complex atmospheric effects to uncover the relatively small subdaily deformation rates of the Fels slide and similar DGSDs. …”
Get full text

Practice of the European Court of Human Rights in defining the range of permissible restrictions on the freedom to conduct a business by E. M. Yakimova

“…The Court determines the main vectors of interpretation of the freedom to conduct a business. …”
Get full text