A Single Layer Neural Network Implemented by a <inline-formula><tex-math notation="LaTeX">$4\times 4$</tex-math></inline-formula> MZI-Based Optical Processor by Farhad Shokraneh, Simon Geoffroy-Gagnon, Mohammadreza Sanadgol Nezami, Odile Liboiron-Ladouceur

“…The required phase shifts to construct the linear transformation matrix by means of the optical processor are determined theoretically. Using this method, a single layer neural network is trained to classify a synthetic linearly separable multivariate Gaussian dataset on a conventional computer using a stochastic optimization algorithm. …”
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Experimental study on optimization of CO2 huff-n-puff demixing agent for tight conglomerate reservoirs by WU Hairong, WANG Likun, YANG Yulong, SONG Ping, ZHANG Jigang, TAN Long, HOU Jirui

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A quantitative PCR to detect non-toxigenic Clostridioides difficile by Khurshida Begum, Hubert C. Chua, M. Jahangir Alam, Kevin W. Garey, Jinhee Jo

“…Analytic sensitivity was determined using DNA from reference NTCD strains, and qPCR efficiency was assessed using the slope of the standard curves of DNA dilutions. …”
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Flood-Hazard Assessment in the Messapios River Catchment (Central Evia Island, Greece) by Integrating GIS-Based Multi-Criteria Decision Analysis and Analytic Hierarchy Process by Vasileios Mazarakis, Konstantinos Tsanakas, Noam Greenbaum, Dimitrios-Vasileios Batzakis, Alessia Sorrentino, Ioannis Tsodoulos, Kanella Valkanou, Efthimios Karymbalis

“…The Analytic Hierarchy Process (AHP) was applied to assign weights to these factors, while the final flood-hazard map was generated using the Weighted Linear Combination (WLC) method. The analysis revealed that 17.8% of the catchment, approximately 39 km², falls within a very high flood-hazard zone, while 18.02% (38.91 km²) is classified as highly susceptible to flooding. …”
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π-π2max: Bridging molecular characteristics to crystal packing in nitro-containing two-dimensional energetic materials by Xiaokai He, Chao Chen, Zhixiang Zhang, Linyuan Wen, Yiding Ma, Yilin Cao, Yingzhe Liu

“…However, the diversity of available 2DEMs is severely constrained by the absence of efficient methods for rapidly predicting crystal packing modes from molecular structures, impeding the high-throughput rational design of such materials. …”
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Сommission test of Effectiveness of the supramolecular complex based on triclabendazole and albendazole at Fasciolosis and gastrointestinal strongylatosis of sheep by E. V. Lagereva, V. E. Abramov, M. B. Musayev, Sh. V. Vatsayev, A. Z. Dzhamalova, Kh. Kh. Shakhbiyev

“…The commission test of SMCTA at a dose of 5.0 mg/kg for the AS (50 mg/kg for the drug) by the group method in a mixture with combined feed at fasciolosis and strongylatosis of the gastrointestinal tract of sheep showed, according to the coproovoscopy and helminthological dissection of animals, that 100 % efficiency was obtained. …”
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Synthesis and characterization of hematite nanomaterials imprinted with acetone, ethanol and methanol for AI-Based IoT gas sensor arrays by Rana M. Abdelghani, Abd El-Hady B. Kashyout, Iman Morsi, Taha Elsayed Taha, Naglaa F. Soliman, Walid El-Shafai

“…Hematite nanomaterials, imprinted with ethanol and methanol at varying concentrations of 10%, 15%, and 25%, were synthesized via a hydrothermal method. Comprehensive characterization of the synthesized nanopowders was performed using scanning electron microscopy (SEM), X-ray diffraction (XRD), photoluminescence (PL), and thermogravimetric analysis (TGA). …”
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Kajian Efisiensi Penyisihan Unit IPAM Karangpilang III PDAM Surya Sembada Kota Surabaya by Lutfiah Qa'ilina Adlaa, Sulistiya Nengse, Rr. Diah Nugraheni Setyowati, Widya Nilandita

“…The purpose of this study was to determine the efficiency removal of the Karangpilang III IPAM unit compared to previous studies. …”
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Understanding crystallinity indexes benchmarking concept from optimized parametric ionic liquid pretreatment using 1-ethyl-3-methylimidazolium Acetate [EMIM]Ac on oil palm biomass by Amizon Azizan, Rosmaria Abu Darim, Intan Suhada Azmi, Rafidah Jalil, Shareena Fairuz Abdul Manaf

“…With this optimization data route, the challenge of determining which highly efficient ionic liquid is costly during pretreatment on any biomass can be shortened by preliminary CrI value benchmarking.…”
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REVIEW OF THE EUROPEAN EXPERIENCE OF AIC DEVELOPMENT AND THE ROLE OF GREEN TECHNOLOGIES IN THE MODERNISATION OF THIS PROCESS by Іnna Honcharuk, Dina Tokarchuk

“…Studying the European experience of AIC development and the introduction of green technologies opens up opportunities for modernising the industry and increasing its efficiency in the face of global change. The purpose of the study is to examine the experience of European countries in the development of the AIC, to identify the main trends and to determine the place of green technologies in the modernisation of production. …”
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Gluten Contamination of Labelled Gluten-Free Food Products Marketed in China by Yanjun Li, Qing Liu, Samuel Godefroy, Jingguang Li, Yan Chen

“…A rigorous gluten-free diet is recognized as the only safe and efficient coeliac disease therapy. This study intended to use the enzyme-linked immunosorbent assay (ELISA) R5 Méndez method to determine gluten contamination in labelled gluten-free food products marketed in China and to evaluate the performance of two ELISA platforms (the Neogen Veratox^® R5 and the Romer Labs AgraQuant^® G12) for analyzing gluten, using R5 Méndez as the reference. …”
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Open-Source High-Throughput Phenotyping for Blueberry Yield and Maturity Prediction Across Environments: Neural Network Model and Labeled Dataset for Breeders by Jing Zhang, Jerome Maleski, Hudson Ashrafi, Jessica A. Spencer, Ye Chu

“…In this study, we developed and shared a high-throughput phenotyping method using neural networks to predict blueberry time to maturity and to provide a proxy for yield, overcoming the labor constraints of obtaining high-frequency data. …”
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Data-Driven Distributionally Robust Optimization for Solar-Powered EV Charging Under Spatiotemporal Uncertainty in Urban Distribution Networks by Tianhao Wang, Xuejiao Zhang, Xiaolin Zheng, Jian Wang, Shiqian Ma, Jian Chen, Mengyu Liu, Wei Wei

“…Comparative results demonstrate that the proposed DDRO method reduces total operational costs by up to 15%, eliminates voltage violations entirely, and improves EV service satisfaction by more than 30% relative to deterministic and stochastic baselines. …”
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Functional Responses of the Warehouse Pirate Bug <i>Xylocoris flavipes</i> (Reuter) (Hemiptera: Anthocoridae) on a Diet of <i>Liposcelis decolor</i> (Pearman) (Psocodea: Liposcelid... by Augustine Bosomtwe, George Opit, Kristopher Giles, Brad Kard, Carla Goad

“…Psocids are difficult to manage using grain protectants and phosphine hence research on non-chemical control methods. This study evaluated the effectiveness of <i>Xylocoris flavipes</i> (Reuter) (Hemiptera: Anthocoridae) at managing <i>Liposcelis decolor</i> (Pearman) (Psocodea: Liposcelididae). …”
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USING ARTIFICIAL INTELLIGENCE IN OBSTETRICS TO DIAGNOSE FETAL MALFORMATIONS AND PREVENT DISEASES by Елена Валерьевна Литвинова, Оксана Владимировна Носкова

“…The purpose of the work – studying the possibilities of using artificial intelligence in obstetrics to diagnose fetal malformations and prevent the occurrence of various diseases. Materials and methods of work. The search for scientific information was conducted using domestic and foreign Internet resources of Google Scholar, PubMed, Medscape, Scopus and Web of Science databases, etc., as well as on the web pages of international medical organizations. as well as on the web pages of international medical organizations using certain keywords: artificial intelligence, use of artificial intelligence in obstetrics and gynecology, diagnosis of fetal malformations, prevention of gynecological diseases, ultrasound in obstetrics and gynecology, trimesters of pregnancy, telemedicine in obstetrics and gynecology The depth of the search was 10 years. …”
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Genotyping peculiarities of wheat photosynthesis light induction and productivity under the drought effect by Dmytro Kiriziy, Volodymyr Morgun

“…Due to this photosynthetic efficiency of leaves and crops is generally lower compared to stationary conditions. …”
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Chromium Removal from Electroplating Wastewater Using Activated Coffee Husk Carbon by Temesgen Aragaw, Seyoum Leta, Ermias Alayu, Andualem Mekonnen

“…The activated coffee husk carbon’s pH, electrical conductivity (EC), ash content, moisture content, bulk density, particle size, pore volume, porosity, volatile organic matter, carbon yield, and carbon:nitrogen ratio were determined following standard methods. In the adsorption experiment, adsorbent dosage, agitation speed, contact time, pH, and initial concentration were optimized. …”
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Canna indica silver nanoparticles (AgNPs): a green alternative for medicine by Mathivathani Kandiah, Naiha Rizan, Beneli Gunaratne, Ominda Perera

“…This study’s findings showed the efficiency of AgNPs against both strains, and higher efficiency against S. aureus. …”
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Transparent memory tests with even repeating addresses for storage devices by V. N. Yarmolik, I. M. Mrozek, V. A. Levantsevich, D. V. Demenkovets

“…Mathematical models describing the faulty states of storage devices and the methods used for their detection are investigated. …”
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A Mental Approach to Digital Transformation of Education by N. I. Pak

“…The work is devoted to the substantiation of a mental approach that develops and complements the principles of modern didactics in the digital transformation of education, and provides an update of the means and methods of teaching using mental technologies.Methodology and methods. …”
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