Functional and Mechanistic Insights into the Fatty-Acid CoA Ligase FadK in Escherichia coli by Dafeng Liu, Ablikim Abdiriyim, Lvxia Zhang, Feng Yu

“…Fatty acids serve as the central carbon and energy source, a process mediated by fatty acid-coenzyme A (CoA) ligases encoded by fad genes such as FadK. …”
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Forecasting the daily energy load schedule of working days using meteofactors for the central power system of Mongolia by A. G. Rusina, O. Tuvshin, P. V. Matrenin

“…As initial inputs historical data on load, temperature and outdoor air humidity of the central energy system were used, which has the most of the energy demand and sources of Mongolia by 2021.RESULTS. According to the method of statistical analysis, daily load curves were constructed with an absolute percentage error of 2.68%. …”
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Prognostic predictions in psychosis: exploring the complementary role of machine learning models by Metten Somers, Hugo G Schnack, Rene S Kahn, Diane F van Rappard, Frank L Gerritse, Edwin van Dellen, Violet van Dee, Seyed M Kia, Caterina Fregosi, Wilma E Swildens, Anne Alkema, Albert Batalla, Coen van den Berg, Danko Coric, Lotte G Dijkstra, Arthur van den Doel, Livia S Dominicus, John Enterman, Marte Z van der Horst, Fedor van Houwelingen, Charlotte S Koch, Lisanne E M Koomen, Marjan Kromkamp, Michelle Lancee, Brian E Mouthaan, Eline J Regeer, Raymond W J Salet, Jorgen Straalman, Marjolein H T de Vette, Judith Voogt, Inge Winter-van Rossum, Wiepke Cahn

“…Understanding how ML models (MLMs) can complement psychiatrists’ predictions and bridge the gap between MLM capabilities and practical use is key.Objective This vignette study aims to compare the performance of psychiatrists and MLMs in predicting short-term symptomatic and functional remission in patients with first-episode psychosis and explore whether MLMs can improve psychiatrists’ prognostic accuracy.Method 24 psychiatrists predicted symptomatic and functional remission probabilities at 10 weeks based on written baseline information from 66 patients in the OPtimization of Treatment and Management of Schizophrenia in Europe (OPTiMiSE) trial. …”
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Habitus Pengembangan Desa Wisata Kampung Topeng Pada Warga Binaan Kelurahan Tlogowaru Kecamatan Kedung Kandang by Alya Muflihatud Dini, Adistya Eka Sis Ardiansyah, Adinda Putri Harahap, Ahmad Tirtho Faidl Huda, Annisa Shafa Azzahra

“…The research uses qualitative methods with data collection techniques through participatory observation, open interviews, documentation, and relevant literature studies. …”
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Harnessing Copper's Potential: A Review of Cu-Based Catalysts for Glycerol Conversion by Sabeel Ahmed, Iman Abdullah, Yuni Krisyuningsih Krisnandi

“…The work focuses on how Cu-based bimetallic catalysts, such as Cu-Ni, Cu-Co, and Cu-Zn, improve reaction selectivity and conversion rates via synergistic interactions, better metal dispersion, and optimized redox properties. Furthermore, new catalyst manufacturing methods, such as ammonia evaporation, hydrothermal, and ion exchange approaches, have shown improved stability and reusability. …”
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Influence of preanalytical variables on the quality of cell-free DNA. Biobanking of cell-free DNA material by V. A. Kondratskaya, M. S. Pokrovskaya, Yu. V. Doludin, A. L. Borisova, A. S. Limonova, А. N. Meshkov, O. M. Drapkina

“…The review article reflects the following information about the biomaterial: source of cfDNA, methods of cfDNA isolation, storage and use for the diagnosis of certain diseases. …”
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Rabbit Dietary Supplementation with Echinacea purpurea L.: The Quality Profile of Rabbit Meat by Voroshilin Roman A., Kurbanova Marina G., Rassolov Sergey N., Ulrikh Elena V.

“…Rabbit meat is an excellent source of dietetic food. High-quality and safe meat production is a priority of the scientific and technological development of the Russian Federation. …”
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Fiber optic gyroscope with output signal noise reduction system: effect of system parameters on noise reduction by Spiridonov, Dmitriy Mikhailovich, Vadivasova, Tatjana Evgenevna, Obukhovich, Dmitry Vyacheslav

“…Methods. The paper analyzes the circuit of a fiber-optic gyroscope with an output signal noise reduction system based on subtracting the signal of the reference measuring channel containing the intensity noise of the optical radiation source from the signal of the main measuring channel containing the useful information signal and the noise component. …”
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Mycelial Biomass Enzymes of Cordyceps militaris and Lentinula edodes in Baking Technology by Svetlana I. Koneva, Elena Yu. Egorova

“…Further research is needed to define the optimal dose and processing modes.…”
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A novel adversarial deep TSK fuzzy classifier with its inverse-free fast training by Limin Mao, Hangming Shi, Yongxin Chou, Jinliang Cong, Mingli Lu, Zekang Bian, Suhang Gu

“…Abstract Deep learning is one of the most popular machine learning methods, and has been used in many applications. However, conventional deep learning is a fully deterministic model that has difficulty reducing data uncertainty while shedding no light on model transparency. …”
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Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations by Eduardo Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda

“…This adaptability highlights the importance of representation choice in optimizing model performance. Source code for MoL-MoE is available at https://github.com/IBM/materials/tree/main/models/mol_moe .…”
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Evaluating model generalization for cow detection in free-stall barn settings: Insights from the COw LOcalization (COLO) dataset by Mautushi Das, Gonzalo Ferreira, C.P. James Chen

“…Future work should focus on adaptive methods and advanced data augmentation to improve generalization and robustness. …”
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Force Analysis of Material Movement in a Horizontal Mixer of a Hydrolytic Chamber: a Case Study of Soybean Meal Processing by M. G. Zagoruiko, M. E. Belyshkina, I. A. Bashmakov, A. M. Maradudin

“…(Materials and methods) The analysis focuses on the system of forces acting on a material particle resting on the helical surface of a horizontal screw and pressed against the inner wall of the casing. …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…DeepMol rapidly and automatically identifies the most effective data representation, pre-processing methods and model configurations for a specific molecular property/activity prediction problem. …”
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NONCONVENTIONAL TECHNIQUE TO MAKE BOROSILICATE GLASS FROTH by Lucian Paunescu, Sorin Mircea Axinte, Bogdan Valentin Paunescu

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Studying the solid-liquid extraction of enzyme amylase: influence of type of solvent, temperature, contact time and their interrelationship by Marcia Matongorere, Kudakwashe Noble Goto, Farisai Chidzwondo, Rumbidzai Mangoyi

“…The industrial production of enzyme amylase is carried out using two methods which are submerged fermentation and solid-state fermentation. …”
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Research on joint clearing of energy and ancillary service in the day-ahead market considering the weights of ancillary services by Dong Mo, Mingyuan Chen, Qiuwen Li, Youhui Yang, Ziqiang Wang, Xuefeng Zhu

“…IntroductionWith the large-scale grid integration of renewable sources and the increasing number of new types of loads, the demand for ancillary services in the power system has been growing rapidly. …”
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Research progresses of noble metal (Pt, Pd, and Ru)-based catalysts for catalytic decomposition of chlorine-containing volatile organic compounds by YANG Qin, XU Han, ZHAO Yaruo, TIAN Mingjiao, HE Chi*

“…Catalytic decomposition is considered to be one of the most effective and feasible methods to reduce the emissions of CVOCs due to its significant advantages of low energy consumption, high efficiency and less secondary by-products. …”
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Unveiling construction accident causation: a scientometric analysis and qualitative review of research trends by Haoyu Zang, Ming Li, Zhiyao Jin, Jingfei Huang

“…In addition, a qualitative synthesis was conducted to review common data sources and examine key issues, including risk factor identification, accident type classification, causality analysis, and the optimization of research strategies. …”
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A Literature Review on Strategic, Tactical, and Operational Perspectives in EV Charging Station Planning and Scheduling by Marzieh Sadat Aarabi, Mohammad Khanahmadi, Anjali Awasthi

“…It has been found that optimization methods followed by simulation and multi-criteria decision-making are most commonly used for EV infrastructure planning. …”
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