Designing a tool to analyse the performance of biological systems by Lorène Prost, Christophe Lecomte, Jean-Marc Meynard, Marianne Cerf

“…Eleven different actions for evaluating cultivars were identified. …”
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Data-Driven Prediction of Grape Leaf Chlorophyll Content Using Hyperspectral Imaging and Convolutional Neural Networks by Minglu Zeng, Xinghui Zhu, Ling Wan, Jian Xu, Luming Shen

“…Subsequently, the study discussed 15 different spectral preprocessing methods, selecting fast Fourier transform (FFT) as the optimal approach. …”
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Preparation of Miscible PVA/PEG Blends and Effect of Graphene Concentration on Thermal, Crystallization, Morphological, and Mechanical Properties of PVA/PEG (10 wt%) Blend by Fahad H. Falqi, Osamah A. Bin-Dahman, M. Hussain, Mamdouh A. Al-Harthi

“…The films were characterized using Fourier transform infrared spectroscopy (FTIR), differential scanning calorimetry (DSC), and thermogravimetric analyzer (TGA) methods. …”
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Exploring latent weight factors and global information for food-oriented cross-modal retrieval by Wenyu Zhao, Dong Zhou, Buqing Cao, Wei Liang, Nitin Sukhija

“…A transformer encoder is utilised to capture the intra-modality interactions and the importance of different extracted image features for enhanced image representations. …”
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Robust handling of extremes in quantile mapping – “Murder your darlings” by P. Berg, T. Bosshard, D. Bozhinova, L. Bärring, J. Löw, C. Nilsson, G. Strandberg, J. Södling, J. Thuresson, R. Wilcke, W. Yang

“…<p>Quantile mapping is a method often used for the bias adjustment of climate model data toward a reference, i.e. to construct a transformation of the model's distribution to that of the reference. …”
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A Multihierarchy Flow Field Prediction Network for Multimodal Remote Sensing Image Registration by Wenqing Wang, Kunpeng Mu, Han Liu

“…The method consists of a multiscale feature pyramid, a dense feature matching module, a swin-transformer flow field prediction, and a spatial transformation module. …”
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Pragmatic and Semantic Analysis of Anti-War Protest Utterances (on the Data of Public Opinion Discourse in the Spring of 2022 in Russia) by O. V. Dreifeld

“…We checked up the important role of speech tactics which significantly transform the text of anti-war utterance, such as graphic euphemization, semiotic euphemization, abbreviation, neutralization. …”
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Time-Varying Ocean-Like Surface Scattering at Grazing Incidence: Numerical Analysis of Doppler Spectrum at HF/VHF/UHF Bands by Yidong Hou, Biyang Wen, Caijun Wang, Yonghuai Yang

“…Firstly, the validity of the method is verified by comparing with the mature small perturbation method at the HF band. …”
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Advanced Spectroscopic Characterization of Synthetic Oil from Oil Sands via Pyrolysis: An FTIR, GC–MSD, and NMR Study by Ainura Yermekova, Yerbol Tileuberdi, Ainur Seitkan, Anar Gabbassova, Yerlan Zhatkanbayev, Aisha Nurlybayeva, Nurzada Totenova, Stanislav Kotov

“…The results indicate the potential of pyrolysis as an effective method for processing oil sands, while the composition of the product varies depending on the geological origin of the raw materials. …”
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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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Advancing VR edutainment design in blended learning: Learners’ views from wine classroom by Anthony Kong, Zeping Feng

“…Using a mixed-method approach combining experiments and interviews with 40 participants, this study explored the differences between gaming and instructional VR design in wine education. …”
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Valorization of various lignocellulosic wastes to Ganoderma lucidum (Curtis) P. Karst (Reishi Mushroom) cultivation and their FT-IR assessments. by Caglar Akcay, Recai Arslan, Faik Ceylan

“…FT-IR spectra indicated that this method could effectively elucidate the biodegradation properties of G. lucidum on lignocellulosic materials before and after cultivation.…”
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Stochastic parameter-optimized car-following model considering heterogeneous traffic flow by PAN Yiyong, QUAN Yongjun, GUAN Xingyu

“…The stochastic optimal velocity car-following model is developed by integrating the enhanced optimal velocity function with full velocity difference car-following model. The stability of the car-following model is analyzed by applying Fourier transform theory. …”
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Study on the Aging Behavior of Two Acrylic Polyurethane Coatings under High and Low Temperature UV- Artificial Accelerated Aging Tests by PAN Dongyue, AN Jiangfeng, ZHOU Xuejie, PENG Feifan, CHEN Hao, CHEN Zhijian, WU Jun

“…In order to investigate the aging behavior of acrylic polyurethane coatings in environments with high ultraviolet radiation intensity and large temperature differences， the aging processes of water-based and solvent-based acrylic polyurethane coatings were studied using UV-high and low-temperature artificial accelerated aging methods.Techniques such as super depth-of-field imaging， attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) and energy-dispersive spectroscopy (EDS) were employed to analyze the changes in microscopic morphology， molecular structure and elemental atomic fraction on the surfaces of the coatings.The performance changes and aging patterns of solvent-based and water-based coatings during the aging process were examined through electrochemical impedance spectroscopy (EIS)， water contact angle measurements， adhesion strength tests and glossiness assessments.Results showed that the water-based acrylic polyurethane coating system exhibited cracking， whereas the solvent-based coating system exhibited layering.Both coatings experienced significant reductions in glossiness， water contact angle and adhesion strength.The aging rate of the two coating systems initially increased rapidly and then slowed down， with an early appearance of the rate transition inflection point.Infrared spectroscopy analysis indicated that both coatings shared similar aging mechanisms， while EDS analysis demonstrated a faster aging rate for the water-based coating.Additionally， the weight of each performance index was calculated by entropy method， and the comprehensive aging grade under the test was obtained， which verified that the solventbased acrylic polyurethane coating system had relatively good weather resistance.…”
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Value sharing strategy of digital empowerment high-quality commercialization of agricultural products by Shuai Zhan, Shuai Zhan, Shanshan Jin

“…Using digital to enable high-quality commercialization of agricultural products, accelerate the transformation of agriculture to market, and transform agricultural products to quality are the key to leverage the upgrading of agricultural industry and meet consumer demand. …”
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Preparation and characterization of fibroin nanoparticles obtained from Bombyx mori L. Pilamo 1 cocoons by Luz Marina Baena, Gloria Edith Guerrero Álvarez, María Camila Giraldo González

“…Raw fibroin (RF) was obtained using a sodium Na2CO3 solution as part of an experimental design to improve extraction, and FNps were obtained by denaturing RF with a ternary solution of CaCl2:H2O:CH3CH2OH, followed by precipitation using an anti-solvent method with propanol. Pilamo I cocoon, RF, and FNps were characterized using Fourier-transform infrared spectroscopy (FTIR), scanning electron microscopy (SEM), and elemental chemical analysis of energy dispersive X-rays (EDS). …”
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Deep‐Learning‐Enhanced Electron Microscopy for Earth Material Characterization by Hans vanMelick, Richard Taylor, Oliver Plümper

“…First, the HR region's location is determined using a Fast Fourier Transform algorithm, followed by iterative refinement via a deformation matrix optimized with Newton's method to minimize image differences. …”
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Tunnel Traffic Enforcement Using Visual Computing and Field-Programmable Gate Array-Based Vehicle Detection and Tracking by Yi-Chen Lin, Rey-Sern Lin

“…This method enables the calculation of traffic flow and abnormal movements. …”
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