Machine‐learning based spatiotemporal prediction of soil moisture in a grassland hillslope by Timo Houben, Pia Ebeling, Swamini Khurana, Julia Sabine Schmid, Johannes Boog

“…Performance metrics varied between the ML methods and the training‐test data split (R2 = 0.48–0.69, root‐mean‐square error [RMSE] = 0.06–0.10). …”
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Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…However, fixed-size sketches encounter difficulties when applied to divergent datasets. Scalable sketching methods, such as sourmash, provide valuable solutions but still lack resource-efficient, tailored indexing. …”
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Encapsulation Techniques to Enhance Astaxanthin Utilization as Functional Feed Ingredient by Matteo Vitale, Joaquin Gomez-Estaca, Janete Chung, Seong-Chea Chua, Daniela Maria Pampanin

“…Herein, the effectiveness of astaxanthin (AX) as functional feed ingredient was assessed by enhancing its stability and bioavailability using encapsulation methods. Spray-drying and liposome entrapment were applied to a natural AX source from shrimp by-products, along with two commercially synthetic alternatives. …”
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Extract and Powder of Epilobium Angustifolium in Bakery Products by Nevskaya E., Zueva A., Belyaev A.

“…The present research featured the development and assessment of the quality of wheat bread fortified with willow weed (Epilobium Angustifolium). Study objects and methods. Samples of wheat bread were prepared from wheat baking flour of the highest grade. …”
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Construction of genetic transformation system mediated by Agrobacterium rhizogenes in Vaccinium corymbosum by WU Tingting, LIU Liangqin, JIANG Yanqin, GE Chunfeng, TIAN Liangliang, LIU Mengxi, ZENG Qilong, YU Hong

“…[Methods] The stem segments from current-year green shoots of field-grown Lanmei 1 blueberry plants were used as explants. …”
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FAUNA OF GASTROINTESTINAL STRONGYLATES OF SHEEP AND GOATS ON THE TERRITORY OF THE CHECHEN REPUBLIC by M. M. Salmanova, R. H. Gairabekov

“…The follows methods were used: the method of opening full helminthological autopsy by Scryabin, the method of Fulleborn, helminthological research method by Berman-Orlov.Results. …”
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Validation of a DIVA qPCR Duplex Assay to Differentiate Primun Salmonella T Vaccine from <i>Salmonella enterica</i> subsp. <i>enterica</i> Serovar Typhimurium Wild Strains by Antonio Martínez-Murcia, Aaron Navarro, Adrián García-Sirera, Paloma Romero, Caridad Miró-Pina, Jesús María Rubio, Ante Blazevic

“…Analytical specificity and sensitivity, as well as diagnostic specificity and sensitivity, were evaluated with optimal results. This qPCR assay significantly reduces the time required to obtain a diagnostic result compared to reference methods based on antibiogram differentiation. …”
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Odontogenic Maxillary Sinusitis: Etiological Pathways and Clinical Implications – A Contemporary Review by Maria Potrykus, Wiktoria Musyt, Wiktoria Pietruszka, Przemysław Klasicki

“…Coordinated collaboration between dental and otorhinolaryngological specialists plays a key role in optimizing treatment outcomes and reducing the risk of complications. …”
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Construction and Application of Monitoring System for Green Tarpaulin Cover Net in Mega Cities by Yang SUN, Dawei GAO, Haoye JIANG, Wanguang DU

“…Specifically, the research first utilizes high-resolution satellite remote sensing images as the basic data source, and ensures data quality through preprocessing measures such as image correction and enhancement. …”
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Efficient Conditions of Enzyme-Assisted Extractions and Pressurized Liquids for Recovering Polyphenols with Antioxidant Capacity from Pisco Grape Pomace as a Sustainable Strategy by Jacqueline Poblete, Mario Aranda, Issis Quispe-Fuentes

“…For PLE, the optimal parameters were 54% ethanol, 113 °C, and three extraction cycles. …”
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An Improved Machine Learning-Based Model for Detecting and Classifying PQDs with High Noise Immunity in Renewable-Integrated Microgrids by Irfan Ali Channa, Dazi Li, Mohsin Ali Koondhar, Fida Hussain Dahri, Ibrahim Mahariq

“…Recently, renewable energy sources integrated with microgrid (MG) networks have provided safe, secure, and reliable power supply to both utility and industrial purposes. …”
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Recent Advances and Strategies for Co‐Based Catalysts in Ammonia Decomposition for Hydrogen Production by Sujin Kim, Young Woo Kim, Iljun Chung, Chaeeun Lim, Kijung Yong, Yongju Yun

“…Key strategies to enhance the hydrogen formation rate include optimizing the Co precursor and synthesis methods, incorporating a second active metal and promoters, tuning the physical properties of the catalyst, and doping heteroatoms into the support. …”
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OSV-MPC for Harmonic and Zero-Sequence Compensation in Four-Wire Off-Grid Microgeneration Systems Based on SEIG by Carlos A. Souza, Gabriel Maier Cocco, Robinson F. de Camargo, Fábio E. Bisogno, Martin Wolter

“…The controller determines the optimal switching vector through a cost function that employs a weighting factor for the different control variables. …”
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Status and opportunities of machine learning applications in obstructive sleep apnea: A narrative review by Matheus Lima Diniz Araujo, Trevor Winger, Samer Ghosn, Carl Saab, Jaideep Srivastava, Louis Kazaglis, Piyush Mathur, Reena Mehra

“…Machine learning models have been increasingly applied in various aspects of OSA research, including diagnosis, treatment optimization, and developing biomarkers for endotypes and disease mechanisms. …”
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Modeling of the optimum level of financial provision of Ukrainian enterprises' innovative activities by N. Davidenko, H. Skrypnyk, Z. Titenko, O.V. Zhovnirenko

“…In the process of research such scientific methods have been used: modeling – to determine the influence of the source of funding for innovation activities, on the number of new technological processes introduced and the introduction of new types of products; economic-statistical – to evaluate the dynamics of the amount of realized innovative products and the index of the efficiency of innovation costs; correlation-regression analysis – to determine the relationship density and the relationship between factors of influence and performance indicators; abstract-logical – for the implementation of theoretical and methodological generalizations. …”
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FS-STFNet: a few-shot adaptive spatiotemporal fusion network for short-term tropical cyclone intensity forecasting by Mengjiao Qin, Jingqi Wang, Yanshuo Wu, Yuhan Zhang, Wuxia Lin, Shoujuan Shu

“…A test applying the FS-STFNet to TCs in Northwest Pacific from 2019 to 2021 demonstrate the effectiveness and superiority compared to other methods. The model achieves optimal performance during stable TCs structures while effectively reducing biases for weak TCs or topography-affected cases through adaptive adjustments. …”
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DESIGNING LIGHTING CONTROL CIRCUIT FOR DEVELOPING IMAGE SCANNING DEVICE OF BULLET AND CARTRIDGE CASE TRACE by Hoang Cong Son, Le Duy Tuan, Nguyen Trong Hung, Mai Dang Linh, Dinh Thi Huyen Trang*

“…The lighting system is designed in concentric rings to optimize illumination on the sample surface, such as: illuminance on the sample surface reaching 10,000 lx; light source type: white LED; total number of circularly arranged lights: 80 LEDs, divided into 2tworings, each with eight equally spaced zones; a side lighting module comprising 10 LEDs arranged in 2 rows of 5 LEDs each; and the ability to adjust lighting intensity and switch individual zones on/off via computer-controlled software. …”
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Electrodermal response to olfactory stimuli in children with autism spectrum disorder: a systematic review of emotional and cognitive regulation by David Pérez-Jorge, Elena Olmos-Raya, Isabel Alonso-Rodríguez, Itahisa Pérez-Pérez

“…IntroductionThe study of electrodermal activity (EDA) in individuals with Autism Spectrum Disorder (ASD) is gaining scientific interest as a potential source of physiological biomarkers that can objectively improve the diagnosis of this condition. …”
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Multifaceted applications of dye-saturated biochar: Agronomic amelioration, thermochemical valorization, and catalytic efficacy in advanced environmental remediation paradigms by Sandra Ramachandran, Anshuman Gupta, Neelaambhigai Mayilswamy, Amrita Nighojkar, Balasubramanian Kandasubramanian

“…This review provides a critical evaluation of SSB's adsorption performance, elucidating mechanisms such as π-π interactions, electrostatic attraction, and surface complexation. Regeneration methods, including thermal treatment, chemical washing, and solvent desorption, are analyzed in terms of efficiency and scalability. …”
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A Framework for Integrating an Ecological Environment Process and Ecological Security Pattern in a Prefecture-Level City in China by Tingshuang Zhang, Sixue Shi, Miao Liu, Chunlin Li, Hongyan Yin, Yan Du

“…The results showed that 166 corridors were identified with an area of 2241.25 km², with enhanced connectivity among 76 ecological sources (12.27% of Anshan City). By coupling two results, the optimized ecological conservation and restoration pattern was proposed, in which priority protection areas were identified. …”
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