Text Classification of News Using Transformer-based Models for Portuguese by Isabel N. Santana, Raphael S. Oliveira, Erick G. S. Nascimento

“…In BERTimbau and Word2Vec steps, the Doc2Vec method was used to represent each news as a unique embedding, generating a document embedding for each news. …”
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Funding of geological exploration during transformation of the Russian economic system by S. M. Salmanov, Z. M. Nazarova, Yu. A. Leonidova

“…Consideration of funding possibilities for geological exploration activities in Russia.Objectives. 1) To analyze the structure and state of geological exploration funding in Russia over the past five years; 2) to study the prospects and possibilities of attracting investments for different geological exploration stages in Russia; 3) to offer new methods and tools for optimizing the funding of geological exploration activities under the conditions of transformation of the Russian economic system.Materials and methods. …”
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ON THE CHANGE OF VALUES OF POSTNOMINATIVE APPENDICES IN THE PROCESS OF TRANSFORMATION IN THE MODERN ENGLISH by Sevil M. Radjabova

“…After all, the same adjective behaves differently in relation to transformation into different attributive complexes. …”
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Green Synthesis of Silver Nanoparticles Using Doxycycline: Evaluation of Antimicrobial Potential and Organ-specific Toxicity by Yasmin Akhtar, Ayoub Rashid, Muhammad Atif, Sajjad Ullah, Kiran Shehzadi, Tabinda Ijaz, Muhammad Ikram Ullah, Muharib Alruwaili, Abualgasim Elgaili Abdalla, Khalid Abosalif, Bi Bi Zainab Mazhari, Hasan Ejaz

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Numerical Simulation of Seismoacoustic Wave Transformation at Sea–Land Interface by Grigory Dolgikh, Mikhail Bolsunovskii, Denis Zharkov, Ruslan Zhostkov, Dmitriy Presnov, Andrey Razin, Andrey Shurup

“…An effective numerical model based on the finite element method is proposed and implemented. An approximate analytical solution in the fluid and an asymptotic analytical solution for the surface seismic wave on the shore are considered to validate the numerical model. …”
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The influence of transformational leadership and leader-member exchange on project success by Đoàn Thị Thanh Thúy, Trịnh Thùy Anh

“…The study focuses on projects completed within the last 05 years in major cities across different regions of Vietnam. Applying the PLS-SEM technique for multivariate data analysis, a survey of 437 project managers with a snowball sampling method reveals that transformational leadership favors project success. …”
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A callus transformation system for gene functional studies in soybean by Kun XU, Xiao-mei ZHANG, Cheng-ming FAN, Fu-lu CHEN, Jin-long ZHU, Shi-long ZHANG, Qing-shan CHEN, Yong-fu FU

“…Obtaining transgenic plants is a common method for analyzing gene function. Unfortunately, stable genetic transformation is difficult to achieve, especially for plants (e.g., soybean), which are recalcitrant to genetic transformation. …”
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ICAFormer: An Image Dehazing Transformer Based on Interactive Channel Attention by Yanfei Chen, Tong Yue, Pei An, Hanyu Hong, Tao Liu, Yangkai Liu, Yihui Zhou

“…Extensive experiments conducted on both synthetic and real-world datasets—including the RESIDE benchmark—demonstrate the superior performance of the proposed method. Quantitatively, it achieves PSNR gains of 0.53 dB for indoor scenes and 1.64 dB for outdoor scenes, alongside SSIM improvements of 1.4% and 1.7%, respectively, compared with the second-best performing method. …”
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Research on Wind Turbine Unbalance Fault Diagnosis Based on Wavelet Transform and Convolutional Neural Network by Zhenling Li, Yukun Gao

“…Particularly for offshore wind turbines, aerodynamic imbalance could have a severe impact because of the large size of the rotor. A diagnosis method based on a parallel convolutional neural network with multi-scale feature fusion is proposed to diagnose rotor imbalance. …”
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Many-Body Quantum Catalysts for Transforming Between Phases of Matter by David T. Stephen, Rahul Nandkishore, Jian-Hao Zhang

“…In particular, we construct catalysts that enable transformations between different symmetry-protected topological (SPT) phases of matter using symmetric finite-depth quantum circuits. …”
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Sparse Representation Based on Tunable Q-Factor Wavelet Transform for Whale Click and Whistle Extraction by Hailan Chen, Jiaquan Yan, Naveed Ur Rehman Junejo, Jie Qi, Haixin Sun

“…Unlike conventional signal separation techniques which are based on the frequency bands, such as WT and EMD, tunable-Q wavelet transform (TQWT) can separate the objected signal into particular components with different structures according to its oscillation property and eliminate in-band noise using the basis pursuit method. …”
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Leveraging Perspective Transformation for Enhanced Pothole Detection in Autonomous Vehicles by Abdalmalek Abu-raddaha, Zaid A. El-Shair, Samir Rawashdeh

“…Our method automatically identifies the region of interest (ROI)—the road area—and calculates the corner points to generate a perspective transformation matrix. …”
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The technological transformation of the Russian energy sector forced by carbon regulation by A. V. Shigina, A. A. Khorshev

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Hierarchical Spectral–Spatial Transformer for Hyperspectral and Multispectral Image Fusion by Tianxing Zhu, Qin Liu, Lixiang Zhang

“…The HSST network improves upon conventional multi-head self-attention transformers by integrating cross attention, effectively capturing spectral and spatial features across different modalities and scales. …”
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A robust in-vitro and ex-vitro Agrobacterium rhizogenes-mediated hairy root transformation system in mungbean for efficient visual screening of transformants using the RUBY reporte... by Sanjeev Kumar, Sakshi Prakash, Priti Kumari, Neeti Sanan-Mishra

“…However, the ex-vitro transformation technique was faster and less complex than the in-vitro method. …”
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Interpretable correlator Transformer for image-like quantum matter data by Abhinav Suresh, Henning Schlömer, Baran Hashemi, Annabelle Bohrdt

“…While local correlation structures in image-like data of physical systems can reliably be detected, identifying phases of matter characterized by global, non-local structures with interpretable ML methods remains a challenge. Here, we introduce the correlator Transformer (CoTra), which classifies different phases of matter while at the same time yielding full interpretability in terms of physical correlation functions. …”
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Study of nifedipine solubility in physical mixtures and solid dispersions by N. J. Dahma, E. T. Zhilyakova, M. J. Dahma

“…Development of a technological method for increasing the solubility of nifedipine by developing physical mixtures and SD with the aim of creating a dosage form with improved properties.Materials and methods. …”
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Effects of Temperature and Carrier Gas on Phosphorus Transformation in Biosolids Biochar by Shefali Aktar, Md Afzal Hossain, Gabriel Gasco, Ana Mendez, Cicero Celio de Figueiredo, Kalpit Shah, Jorge Paz-Ferreiro

“…The Hedley chemical sequential extraction method and ³¹P liquid NMR were used for P characterization and quantification. …”
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Transformation of communication technologies in a digital society: good or evil? by I. A. Vetrenko, S. A. Shtrikov

“…The transformation of communication technologies can lead to the transformation of the state itself and the channels of its implementation of power relations, this conclusion is made in the article based on the consideration of political management systems at different stages of their development.…”
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Transforming language research from classic desktops to virtual environments by Francisco Rocabado, Laís Muntini, Omar Fahmi Jubran, Thomas Lachmann, Jon Andoni Duñabeitia

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