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Interpretable machine learning approach for TBM tunnel crown convergence prediction with Bayesian optimization
Published 2025-06-01“…Accurate prediction of crown convergence in Tunnel Boring Machine (TBM) tunnels is critical for ensuring construction safety, optimizing support design, and improving construction efficiency. This study proposes an interpretable machine learning method based on Bayesian optimization (BO) and SHapley Additive exPlanations (SHAP) for predicting crown convergence (CC) in TBM tunnels. …”
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4003
Biorational Reflections in Agricultural Chemical Research
Published 1984-09-01“…All these factors will encourage the use of (bio-)rational concepts and approaches in designing efficient chemicals for crop production and protection. …”
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4004
Augmented robustness in home demand prediction: Integrating statistical loss function with enhanced cross-validation in machine learning hyperparameter optimisation
Published 2025-09-01“…Sustainable forecasting of home energy demand (SFHED) is crucial for promoting energy efficiency, minimizing environmental impact, and optimizing resource allocation. …”
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4005
Analysis of the Possibility of Using CO<sub>2</sub> Capture in a Coal-Fired Power Plant
Published 2025-05-01“…Simulations were carried out, analysing the impact of parameters such as temperature and pressure of the flue gas and of bled steam on the efficiency of the separation system. Optimal adsorption and desorption conditions were determined, and the separation model was then integrated into a power unit. …”
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4006
Comparative chemical characters of Ziziphi Spinosae Semen from geographical origins of China
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4007
Enzymatic Preparation of Cello-oligosaccharides Using Bamboo Materials
Published 2025-06-01“…Finally, various bamboo pretreatment technologies and cellulose hydrolysis methods were integrated to determine the most suitable hydrolysis technology for bamboo cellulose. …”
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4008
Production of Single-Cell Oil from a Local Isolate Bacillus subtilis Using Palm Fronds
Published 2023-01-01“…The Soxhlet extraction method was used to obtain the oil, which was found to contain high percentages of unsaturated fatty acids, particularly linoleic acid (46.030%) and palmitoleic acid (16.579%). …”
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4009
Immobilization of Oat Bran Polyphenols in Complex Coacervates of Whey Protein and Malthodextrin
Published 2020-10-01“…After that, the mixes were treated by ultrasonication and 10% w/w of guar gum solution as double wall material. The encapsulation efficiency (EE) was determined as a ratio of encapsulated phenolic content to total phenolic content. …”
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4010
Development of a model for improving an automated information system based on flexible reengineering
Published 2024-07-01“…The use of mathematical modeling methods, business process analysis, comparative and SWOT analysis in research on the development of a model and a decision support method for managing the operation of an information system and determining the required efficiency of an automated information system is an integrated approach that has been used to conduct research.Result. …”
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4011
Quality balanced scorecard for the outpatient clinic
Published 2023-12-01“…The complexity, multi-stage nature and short time frame for providing medical services determined the criteria for the economic efficiency. …”
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4012
SELECTION OF THERAPEUTIC TACTICS FOR EARLY ANEMIA OF PREMATURE INFANTS WITH VERY LOW OR EXTREMELY LOW BIRTH WEIGHT: RETROSPECTIVE STUDY RESULTS
Published 2016-02-01“…Background: Early anemia of prematurity (EAP) is a serious issue of contemporary neonatology due to increasing survivability of premature infants. One of the most efficient preventive methods is extreme prematurity prevention. …”
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4013
The Photocatalytic Reduction of Hexavalent Chromium by Controllable Mesoporous Anatase TiO2 Nanoparticles
Published 2014-01-01“…The photocatalytic activity of porous titania is determined with its reduction efficiency of hexavalent chromium (Cr6+). …”
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4014
Research on Path Planning and Trajectory Generation of Hoists for Lifting Sluice Gates
Published 2024-10-01“…In order to solve the problems of the frequent lifting sluice gates, the high intensity and the low efficiency of hoists in hydropower stations, a method of path planning and trajectory generation of hoists suitable for the unmanned automation was proposed. …”
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4015
Optimization of High-Speed Railway Line Planning Considering Extra-Long Distance Transportation
Published 2020-01-01“…The difficulties of direct or transfer transportation for extra-long distance transportation are analyzed. Direct method of extra-long distance is determined according to direct passenger volume and the number of important nodes while transfer method is represented considering transfer times, organization forms, varieties of schemes, and comfort. …”
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4016
Numerical Study of Complex Heat Transfer in Blown Impassable Channels of Heating Mains
Published 2019-02-01“…Research of processes of heat exchange between a stream of air and pipelines of network water on the one hand and between a stream of air and walls of the channel on another hand is a determinant for realization of the presented technology of increase of efficiency of operation of the considered heating mains. …”
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4017
Novel Liposome–Gel Formulations Containing a Next Generation Postbiotic: Characterization, Rheological, Stability, Release Kinetic, and In Vitro Antimicrobial Activity Studies
Published 2024-11-01“…Finally, the antimicrobial activities of the postbiotics and the optimum gel formulation LG1 were evaluated on <i>Pseudomonas aeruginosa</i>, <i>Staphylococcus aureus</i>, <i>Escherichia coli</i>, <i>Enterococcus hirae</i>, and <i>Candida albicans</i> strains using disk diffusion and microdilution methods. The optimum liposome formulation L1 was determined to have a particle size of 185.32 ± 0.80 nm, a polydispersity index of 0.206 ± 0.012, a zeta potential of 35.0 ± 0.5 mV, and an encapsulation efficiency of 17.52%. …”
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4018
Research on Lightweight Technology of Hydraulic Components for Integrated Fast Reactor Main Pump
Published 2025-03-01“…The hydraulic performance of different numbers of suction ports (10, 6, and 4) was analyzed using CFD numerical simulation methods. On the premise of ensuring that the hydraulic performance meets the requirements, the optimization scheme was determined. …”
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4019
Locked Rotor Fault Analysis in Dual Rotor Wound Field Flux Switching Generator for Counter-Rotating Wind Turbine Application
Published 2025-05-01“…An integrated mathematical and electromagnetic modelling of the generator characteristics performance comprising torque quality, output power, efficiency and power factor are undertaken, based on the finite element method (FEM) under fault conditions. …”
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4020
Design and Experiment of a Single-Disk Silage Corn Harvester
Published 2025-03-01“…The aim of this paper is to improve the harvesting efficiency of silo maize, ensure the quality of the silage and reduce the loss of nutrients. …”
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