The technological transformation of the Russian energy sector forced by carbon regulation by A. V. Shigina, A. A. Khorshev

“…To consider the change in the optimal technological structure of the electric power industry and district heating in Russia by 2050 assuming the introduction of various carbon regulation instruments in 2030.METHODS. …”
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Nanoscale Porphyrin-Based Metal–Organic Frameworks for Enhanced Radiotherapy–Radiodynamic Therapy: A Comprehensive Review by Bin Gong, Qiuyun Zhang, Yijie Qu, Xiaohua Zheng, Weiqi Wang

“…The phototherapeutic applications of porphyrin-based nanoscale metal–organic frameworks (nMOFs) are limited by the poor penetration of conventional excitation light sources into biological tissues. Radiodynamic therapy (RDT), which directly excites photosensitizers using X-rays, can overcome the issue of tissue penetration. …”
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Expression and purification of recombinant human granulocyte colony‐stimulating factor (rG‐CSF) from Pichia pastoris by Enny Rimita Sembiring, Asrul Muhammad Fuad, Herman Suryadi

“…Overall, the study results indicated that the production and purification of rG‐CSF was successful, although optimization was required. The long‐term goal of this research is to discover alternative methods and sources for producing biosimilars of the therapeutic protein rG‐CSF, which can be utilized in the pharmaceutical industry to support health programs, particularly cancer treatment.…”
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Smart building energy management with renewables and storage systems using a modified weighted mean of vectors algorithm by Mohamed Ebeed, Sabreen hassan, Salah Kamel, Loai Nasrat, Ali Wagdy Mohamed, Abdel-Raheem Youssef

“…The EM problem tackled involves optimizing the scheduling of multiple energy sources, including diesel generators, PV units, and batteries, within a smart building context. …”
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Digital Marketing Tools in an Advertising Campaign in Foreign Markets by Rozhko Viktor I., Shchelkova Anna V.

“…The efficiency of each tool was evaluated on the basis of information obtained from scientific sources, using observational and abstract methods, as well as comparative analysis. …”
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Improving tumor treatment: Cell membrane-coated nanoparticles for targeted therapies by Pablo Graván, Juan Antonio Marchal, Francisco Galisteo-González

“…Additionally, the state of the art in methodologies is critically examined, noting that while effective methods for coating and isolation of CMs exist, further optimization is still required. …”
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Industrial Design of High Voltage Flexible DC Converter Valve by Li QIAO, Jian XIE, Yunpeng LI, Chunyi GUO

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Client Selection in Federated Learning on Resource-Constrained Devices: A Game Theory Approach by Zohra Dakhia, Massimo Merenda

“…Federated Learning (FL), a key paradigm in privacy-preserving and distributed machine learning (ML), enables collaborative model training across decentralized data sources without requiring raw data exchange. FL enables collaborative model training across decentralized data sources while preserving privacy. …”
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Adaptive variable channel heat dissipation control of ground control station under various work modes by Dexin Wang, Jiali Tao, Jin Lei, Xinyan Qin, Yanqi Wang, Jie Song, Tianming Feng, Yujie Zeng

“…This study provides a valuable reference for the control and design of cooling systems in electronic equipment cabinets, especially those with similar shapes, sizes, cooling methods, number of heat sources and environmental conditions.…”
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Small but mighty: the power of microcrystals in structural biology by Courtney J. Tremlett, Jack Stubbs, William S. Stuart, Patrick D. Shaw Stewart, Jonathan West, Allen M. Orville, Ivo Tews, Nicholas J. Harmer

“…Reproducibly preparing small crystals, especially from samples that typically yield larger crystals, requires considerable effort, as no one singular approach guarantees optimal crystals for every technique. This review discusses methods for generating such small crystals, including mechanical crushing and batch crystallization with seeding, and evaluates their compatibility with microcrystal data-collection modalities. …”
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Pseudorandom Number Generator Based on Three Kinds of Four-Wing Memristive Hyperchaotic System and Its Application in Image Encryption by Xi Chen, Shuai Qian, Fei Yu, Zinan Zhang, Hui Shen, Yuanyuan Huang, Shuo Cai, Zelin Deng, Yi Li, Sichun Du

“…In this paper, we propose a method to design the pseudorandom number generator (PRNG) using three kinds of four-wing memristive hyperchaotic systems (FWMHSs) with different dimensions as multientropy sources. …”
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Preparation for Entering a Higher Educational Institution as an Investment Project by V. A. Kataeva, V. R. Masalkina, A. A. Ponomareva

“…The purpose of the study is to develop an algorithm for managing investments in preparation for entering a higher educational institution as an investment project.Materials and methods. The study includes a review of bibliographic sources on the existing methods and approaches to determining the economic efficiency of preparing for admission to a higher educational institution, as well as methods for assessing the effectiveness of investment projects. …”
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Generation of mouse and rat xenogeneic ovaries in vitro for production of mouse oocyte by Si Won Jang, Ye Rim Kim, Jae Ho Han, Hoon Jang, Hyun Woo Choi

“…Thus, studies on in vitro ovarian formation in other species are utilized as an introductory approach for in vitro mammalian gametogenesis by understanding the differences in culture systems between species and underlying mechanisms. In this study, we optimized the method of the entire oogenesis process from rat embryonic gonads. …”
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Economic Evaluation of the Investment in Sensor Equipment Based on Data Valuation in Prediction Model by Jeong-Gi Lee, Deok-Joo Lee

“…Through numerical experiments using real-world semiconductor manufacturing data, we demonstrate that sensor selection based on economic value can lead to significantly different outcomes compared to conventional methods. Our findings show the importance of considering both economic benefit and cost factors in sensor selection, particularly in applications involving multiple sensor clusters or heterogeneous data sources.…”
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Peran Media Iklan Televisi Sebagai Media Kritik Sosial Kasus Korupsi (Studi Kasus Pada Iklan Djarum 76 Versi “Kontes Jin”) by Ita Suryani

“…Image that emerges from these ads is Djarum 76 care social problems that exist, which is then displayed in the form of parody, but full of meaning and social criticism. The method used in this study is case study method which is a research method that uses a variety of data sources that can be used to examine, comprehensively describe and explain the various aspects of individual, group, program, organization or event systematically. …”
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Transfer Learning-Based Interpretable Soil Lead Prediction in the Gejiu Mining Area, Yunnan by Ping He, Xianfeng Cheng, Xingping Wen, Yan Yi, Zailin Chen, Yu Chen

“…The transfer learning model (ResNet-pH-Pb) significantly outperformed direct modeling methods (PLS-Pb, SVM-Pb, and ResNet-Pb), with an R² of 0.77, demonstrating superior accuracy. …”
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Spatio-temporal evolution characteristics and influencing factors of environmental welfare performance in Chinese cities by Yipeng Zhang, Meixia Wang

“…Finally, empirical testing of the factors influencing EWP is conducted using spatial econometric methods.ResultsThe overall level of EWP in 240 Chinese cities from 2004 to 2019 is relatively low, but it generally shows a wavy upward trend. …”
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Self-regulation as a context of critical thinking in cyberpolice officers by О. V. Medvedieva

“…The following methodological tools were used: test of critical thinking, methods of self-management research, methods of diagnostics of regulation focus. …”
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Research on Wellbore Trajectory Prediction Based on a Pi-GRU Model by Hanlin Liu, Yule Hu, Zhenkun Wu

“…The GRU network captures the temporal dependencies of sequence data (such as dip angle and azimuth angle), while the BP neural network extracts deep correlations from non-sequence features (such as stratum lithology), thereby achieving multi-source data fusion modeling. Orthogonal experimental design was adopted to optimize the model hyperparameters, and the ablation experiment confirmed the necessity of the parallel architecture. …”
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Charitable initiative and formation of educational environment in Russia in the second half of the 19th – early 20th centuries (by the materials of Penza province) by N.A. Koblova

“…The pur-pose of the study is to analyze charitable activities as a factor in the development of the educational environment of the Penza province in the second half of the XIX – early XX centuries. Materials and methods. The source base of the study consists of complexes of documentary evidence presented in the State Archive of the Penza Region, as well as materials from the local provincial periodical press and reporting documents of public as-sociations. …”