Deep Learning-Enhanced Spectroscopic Technologies for Food Quality Assessment: Convergence and Emerging Frontiers by Zhichen Lun, Xiaohong Wu, Jiajun Dong, Bin Wu

“…As a critical branch of AI, deep learning synergizes with spectroscopic technologies to enhance spectral data processing accuracy, enable real-time decision making, and address challenges from complex matrices and spectral noise. This review summarizes six cutting-edge nondestructive spectroscopic and imaging technologies, near-infrared/mid-infrared spectroscopy, Raman spectroscopy, fluorescence spectroscopy, hyperspectral imaging (spanning the UV, visible, and NIR regions, to simultaneously capture both spatial distribution and spectral signatures of sample constituents), terahertz spectroscopy, and nuclear magnetic resonance (NMR), along with their transformative applications. …”
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Conventions in the XXth Century Drame (Augustus Strindberg and Eugene O'Neill) by Galina Baužytė

“…In the introduction some general reference is made to the relation between dramatic images and life. Strindberg's drama "A Dream Play" is subject of special analysis. …”
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A Reconfigurable 1x2 Photonic Digital Switch Controlled by an Externally Induced Metasurface by Alessandro Fantoni, Paolo Di Giamberardino

“…This proof of concept paves the way to a more complex device class, supporting the recent advances in programmable photonic integrated circuits.…”
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The performance of GPT-3.5 and GPT-4 on genetic tests at PhD-level: GPT-4 as a promising tool for genomic medicine and education by Teymoor Khosravi, Arian Rahimzadeh, Farzaneh Motallebi, Fatemeh Vaghefi, Zainab Mohammad Al Sudani, Morteza Oladnabi

“…Despite these advances, its performance in more complex tasks, such as pedigree analysis, reveals areas that require further refinement. …”
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SCIENTIFIC AND PRACTICAL APPROACHES TO THE FORMATION OF READINESS OF FUTURE SPECIALISTS IN THE SOCIONOMIC SPHERE FOR THE SOCIAL SUPPORT FOR PARENTS OF CHILDREN WITH SPECIAL NEEDS by Sapozhnykov Stanislav, Teplytska Alina

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Research status and progress on key technologies of intelligent orchard by CUI Hongwei, LU Xiaoxuan, YANG Yaqing, LU Xinyi, MA Hao, JI Jiangtao, JIN Xin, LI Xiuzhen, ZHAO Zimeng, ZENG Ningning

“…Orchard inspection robots collect real-time data on tree growth and pest status, which is uploaded to the cloud for analysis by intelligent decision-making systems. Orchard management robots carry out tasks such as fertilization, flower thinning, and pruning based on the instructions from the intelligent decision systems, executing complex operations automatically. …”
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Structure of Interregional Economic Interactions as a Factor in the Formation of System Effects in National Economies by Natalya Gennadievna Dzhurka

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DIGITAL DIPLOMACY IS A STRATEGIC DIRECTION OF PUBLIC DIPLOMACY by Yuliia S. Palieieva, Tetiana A. Todoroshko

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Model Constrained by Visual Hierarchy Improves Prediction of Neural Responses to Natural Scenes. by Ján Antolík, Sonja B Hofer, James A Bednar, Thomas D Mrsic-Flogel

“…We assume that a population of V1 neurons shares a common pool of thalamic inputs, and consists of two layers of simple and complex-like V1 neurons. When fit to recordings of a local population of mouse layer 2/3 V1 neurons, our model offers an accurate description of their response to natural images and significant improvement of prediction power over the current state-of-the-art methods. …”
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SYSTEMIC APPROACH TO INTERACTION MANAGEMENT OF PARTICIPANTS OF THE INVESTMENT PROCESS IN CONSTRUCTION by M. G. Magomedov, E. I. Pavlyuchenko

“…Systemic and situational approaches, statistical analysis and the method of graphic images were used in the research.Results The current legislative support of investment activity in construction was analytically generalised. …”
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From a Crow Feather to a Peacock’s: On the History of the Creation of the Mongolian Cycle of Legends and Fairy Tales by Aleksey Remizov by Alla M. Gracheva

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Dynamic coupling of pattern formation and morphogenesis in the developing vertebrate retina. by Alexander Picker, Florencia Cavodeassi, Anja Machate, Sabine Bernauer, Stefan Hans, Gembu Abe, Koichi Kawakami, Stephen W Wilson, Michael Brand

“…Triple-mutant analysis shows that this combined Fgf signal fully controls nasal retina identity by regulating the nasal transcription factor Foxg1. …”
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HASSDE-NAS: Heuristic–Adaptive Spectral–Spatial Neural Architecture Search with Dynamic Cell Evolution for Hyperspectral Water Body Identification by Feng Chen, Baishun Su, Zongpu Jia

“…This approach outperforms existing methods in delineating narrow river systems and resolving water bodies with weak spectral contrast under complex backgrounds, such as vegetation or cloud shadows. …”
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CropPhenoX: high-throughput automatic extraction system for wheat seedling phenotypic traits based on software and hardware collaboration by Jinxing Wang, Baohua Yang, Pengfei Wang, Runchao Chen, Hongbo Zhi, Zhiyuan Duan

“…The test results show that CropPhenoX provides an intelligent integrated solution for crop phenotyping research, breeding analysis and field management.…”
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Genome-wide association study of facial morphology reveals novel associations with FREM1 and PARK2. by Myoung Keun Lee, John R Shaffer, Elizabeth J Leslie, Ekaterina Orlova, Jenna C Carlson, Eleanor Feingold, Mary L Marazita, Seth M Weinberg

“…In this study, we applied factor analysis to a set of 276 facial linear distances derived from 3D facial surface images of 2187 unrelated individuals of European ancestry. …”
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SENSUAL VARIETY OF TOPONYMS IN THE AZERBAIJANI AND ENGLISH LITERAry s by Irada Y. Ganiyeva

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TRANSFER OF TECHNOLOGY IN UKRAINE: CURRENT CHALLENGES by Olexander P. Svitlychnyy

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Influence of Project Risk Management in Micro and Small-Scale Industries on Workers’ Occupational Health to Enhance Productivity: An Ergonomic Approach by Jagruti Dhande, Prasad Rane, Himanshu Dhande

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Military Training Aircraft Structural Health Monitoring Leveraging an Innovative Biologically Inspired Feedback Mechanism for Neural Networks by Tarek Berghout

“…Traditional methods, such as modal analysis, often struggle to handle the multivariate complexity of operational conditions and data variability. …”
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The Effect of Landscape Pattern on Urban Temperature Changes in Hamadan by Marziye Shojaei, Kamran Shayesteh, Behnaz Attaeian

“…Therefore, understanding the spatial distribution of landscape structure in complex patchwork mosaics has become one of the major issues in landscape pattern studies. …”
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