Deciphering plant transcriptomes: Leveraging machine learning for deeper insights by Bahman Panahi, Rasmieh Hamid, Hossein Mohammad Zadeh Jalaly

“…This review addresses the integration of machine learning (ML) techniques in plant transcriptomics and emphasizes their potential to transform data analysis and interpretation. We analyzed different ML methods and their applications in the identification of differentially expressed genes (DEGs), the elucidation of functional annotations and the reconstruction of regulatory networks. …”
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Evaluation of Dose Calculation Algorithms Accuracy for ISOgray Treatment Planning System in Motorized Wedged Treatment Fields by Sajjad Raghavi, Hamid-Reza Sadoughi, Mohammad Ehsan Ravari, Marziyeh Behmadi

“…Background: Different dose calculation methods vary in accuracy and speed. …”
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Leveraging artificial intelligence for diagnosis of children autism through facial expressions by Mahmood A. Mahmood, Leila Jamel, Nazik Alturki, Medhat A. Tawfeek

“…The ViT-ResNet152 model’s convolutional and transformer processing elements worked together to improve the accuracy of the diagnosis to 91.33% and make it better at finding different cases of autism spectrum disorder (ASD).The research outcomes demonstrate that AI tools show promise for delivering highly precise and standardized methods to detect ASD at an early stage. …”
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Deep Learning-Aided Acoustic Source Localization in Thin-Walled Waveguides by Giacomo Donati, Federica Zonzini, Stefano Mariani, Denis Bogomolov, Luca De Marchi

“…In this work, a novel method for DToA extraction suitable for isotropic structures is proposed. …”
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Geometry Control Equation of the Circular Ring Tower Based on Unstressed State Amounts by Lixin Ou, Yi Liu, Qingfu Li, Xiyu Ma

“…The introduction of a regularization parameter can effectively transform the stiffness matrix from a singular matrix to a nonsingular one, thus enabling stable matrix operations and avoiding numerical instability in traditional methods. …”
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Synthesis, characterization and antimicrobial activity of important heterocyclic acrylic copolymers

“…Copolymers of 7-acryloyloxy-4-methyl coumarin (AMC) with vinyl acetate (VAc) were synthesized in DMF (dimethyl formamide) solution at 70±1°C using 2,2′-azobisisobutyronitrile (AIBN) as an initiator with different monomer-to-monomer ratios in the feed. The copolymers were characterized by Fourier transform infra red (FTIR) spectroscopy. …”
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SOCIAL REABILITATION MODEL FOR TEENAGERS WITH DEVIANT BEHAVIOR IN CLOSED-TYPE INSTITUTIONS by Y. V. Moskvina

“…The paper denotes the methods and ways of pedagogical facilitation, relating to different phases of educational process, and provides a technique for regular monitoring of personal behavior changes, including the key evaluation positions and scales. …”
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L’autonomie : un concept central pour le développement de l’activité de travail des agriculteurs à l’ère de l’anthropocène by Xavier Coquil

“…Farmers’ work activity in the Anthropocene era is very much in question: transform or disappear. Agricultural activity is extremely dependent on natural cycles and these are being strongly degraded by global changes. …”
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Cosine Similarity Template Matching Networks for Optical and SAR Image Registration by Wenxuan Xiong, Mingyu Sun, Hua Du, Bangshu Xiong, Congxuan Zhang, Qiaofeng Ou, Zhibo Rao

“…Synthetic aperture radar (SAR) and optical imagery are complementary methods in Earth observation. However, traditional similarity measures struggle to accurately align these heterogeneous images due to sensor differences and modality disparities. …”
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Тhe features of using PR and advertising in international business by Iryna Derid, Karina Bozhko, Inna Zorianska

“…The objectives: to define common and different in local and international relations with the public; to investigate the feasibility of using digital or non-digital advertising and PR tools in certain countries; to consider the causes of reputational risks of international corporations; to investigate the impact of advertising on the consumer through rational and emotional methods of influence, as well as informational and transformational motivation, depending on the type of product and the level of purchase risk; to combine the effects of advertising with the characteristics of culture. …”
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Medical Image Visual Appearance Improvement Using Bihistogram Bezier Curve Contrast Enhancement: Data from the Osteoarthritis Initiative by Hong-Seng Gan, Tan Tian Swee, Ahmad Helmy Abdul Karim, Khairil Amir Sayuti, Mohammed Rafiq Abdul Kadir, Weng-Kit Tham, Liang-Xuan Wong, Kashif T. Chaudhary, Jalil Ali, Preecha P. Yupapin

“…Besides, statistical results from Fisher’s Least Significant Difference test and the Duncan test have consistently indicated that the proposed method outperforms fundamental contrast enhancement methods to exalt image visual quality. …”
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DYNAMOMETRIC EQUIPMENT FOR MEASURING THE COMPONENTS OF CUTTING STRENGTHS WHEN PROCESSING MATERIALS WITH AXIAL TOOLS by R. V. Guseynov

“…The purpose of the study is to develop dynamometric equipment for measuring the components of cutting forces when processing materials with an axial tool in a dynamic mode.Methods. The study is based on the application of electrical methods using piezoelectric and strain gauge transducers, whose main advantage is the ability to register and record fast-moving dynamic processes.Results. …”
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Modular Construction: A Comprehensive Review by Mohammadamin Zohourian, Apurva Pamidimukkala, Sharareh Kermanshachi, Deema Almaskati

“…The results of this study will assist project managers, construction professionals, and company owners in evaluating modular construction by providing quantified benefits and challenges, a comparative analysis of different modular methods, and insights into effective mitigation strategies, allowing them to assess its suitability based on project timelines, budgets, design requirements, and logistical constraints.…”
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Exactly solvable floquet dynamics for conformal field theories in dimensions greater than two by Diptarka Das, Sumit R. Das, Arnab Kundu, Krishnendu Sengupta

“…The resulting time evolution can be then calculated by performing appropriate conformal transformations. For d ≤ 3 we show that the transformations can be easily obtained in a quaternion formalism. …”
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Degrowth or barbarism? An exploration of four circular futures for 2050 by Martin Calisto Friant, Martin Calisto Friant, Walter J. V. Vermeulen, Roberta Salomone

“…There are many competing visions regarding what a circular economy transition entails and how it would transform our social, economic, environmental, technological, and political systems. …”
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Research on Economic Optimization Scheduling of Park Integrated Energy System with Electricity-heat-cool-gas Load by Qiang SUN, Dian XIE, Qingyun NIE, Lihui ZHANG, Qian CHEN, Jiejun CHEN

“…Secondly, the non-linear method is used to transform the constructed scheduling model into a mixed integer programming problem. …”
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Relationship between the Microstructure and Gas Transport Properties of Polyurethane/Polycaprolactone Blends by Mahnaz Shahzamani, Nadereh Ebrahimi, Morteza Sadeghi, Fatemeh mostafavi

“….% PCL were prepared via a solution blending method. The miscibility and good distribution of PCL in the soft segment of PU were represented by the reduced intensity of the band attributed to the NH band at 3400 cm-1 in the Fourier transform infrared (FTIR) spectra. …”
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Effects of a magnetic field on circulation in an advanced inclined isothermal sectional surface with mass and heat transfer by SUNDAR RAJ MARIADOSS, NAGARAJAN GNANAVEL, RAJARAMAN R, SARAVANAN B, Muthucumaraswamy R

“…The dimensionless equations are addressed using both the Laplace-transform technique and the finite difference method, which is used to analyze the energy, momentum, and concentration equations. …”
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Implementation of FTIR-Based Fingerprinting, Antioxidant Compounds Profiling by UHPLC-Q-Orbitrap HRMS, and Docking Study COVID-19 Inhibitor of Buas-Buas (Premna serratifolia) Leaf... by Dini Hadiarti, Mahwar Qurbaniah, Ely Setiawan, Taufan Hari Sugara

“…In this study, P. serratifolia leaves were macerated and fractionated using solvents with different polarities. The extracts were then tested for antioxidant activity using the DPPH method, determined the total phenolic content (TPC), flavonoids (TFC), and steroids (TSC), and analyzed antioxidant the functional groups and compounds by Fourier Transform Infrared spectroscopy (FTIR) and Ultra High-Performance Chromatography UHPLC-Q-Orbitrap HRMS. …”
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Thermal-statistical approach for diagnosis of bus bar degradation in MCFC power plant by Byungjun Kim, Young Duk Lee, Tatiana Morosuk

“…The primary objective was to develop a non-invasive condition monitoring solution for busbars that are typically difficult to access. The method was validated using a substantial sample size of 108. …”
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