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Evaluation of SSM-Wheat Model in Simulating the Growth and Development of Wheat (Triticum aestivum L.) Cultivars in Different Planting Densities
Published 2025-03-01“…To evaluate the model, the coefficient of determination (R2), root mean square error (RMSE), normalized root mean square error (nRMSE), and the 1:1 line were used. …”
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423
Computational fluid dynamics and machine learning integration for evaluating solar thermal collector efficiency -Based parameter analysis
Published 2025-07-01“…The study identifies a critical transition at 100–300 samples where error rates drop sharply, with optimal performance requiring more than 600 samples. …”
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424
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AI-Driven Smart Agriculture: An Integrated Approach for Soil Analysis, Irrigation, and Crop-Fertilizer Recommendations
Published 2025-01-01“…The Transformer-based Tabular Learning (TTL) model for irrigation advice gives an accuracy of 99.13%. For soil analysis, the TabNet regressor achieved a root mean square error (RMSE) of 1.51 and an R2 score of 98.7%, while XAI techniques were used to explain and interpret its predictions. …”
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426
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Process-driven strength enhancement and progressive damage analysis of three-dimensional woven composites traction rods
Published 2025-03-01“…A progressive damage failure analysis model was established to predict the structural response, forming the basis for the optimization strategy. …”
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428
Feasibility Assessment of Novel Multi-Mode Camshaft Design Through Modal Analysis
Published 2025-05-01“…The critical material properties are determined based on a sensitivity analysis, and the structural optimization process is performed accordingly. …”
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429
Time frequency analysis of elastic wave PSO OMP for defects in flat steel of down conductors
Published 2025-05-01“…Finally, the optimal parameters for the PSO-OMP algorithm were determined. …”
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430
Blasting vibration velocity prediction of open pit mines based on GRA-EPSO-SVM model
Published 2025-07-01“…Based on the coal and rock blasting in Yuanbaoshan open-pit coal mine under different occurrence conditions, hole spacing, row spacing, hole depth, maximum charge in single section, minimum resistance line, blast center spacing, elevation difference and peak particle vibration velocity were selected as input parameters, and grey correlation analysis (GRA) was used to filter redundant factors affecting peak blasting vibration velocity (hole depth, maximum charge of single section, minimum resistance line, peak particle velocity); using integrated particle swarm optimization algorithm (EPSO) to optimize the key parameters C and g of SVM algorithm, and inputting the parameters into GRA-EPSO-SVM model for evaluation. …”
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431
Optimal Synthesis of Pose Repeatability for a Collaborative Robot
Published 2021-03-01“…Then, with the accuracy optimization evaluation function of maximization of joint motion error, the optimal synthesis of pose repeatability for collaborative robot KUKA iiwa 7 is performed. …”
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432
Determinants of crash injury severity for delivery riders: Insights from an error components mixed logit model with heterogeneous means and variances
Published 2025-07-01“…Based on these findings, policy recommendations include targeted safety education programs, experience-based training to mitigate overconfidence, work schedule management, and optimized rest period policies. This study contributes to the field by focusing exclusively on delivery riders, employing advanced modeling techniques, and providing a comprehensive analysis of factors influencing crash severity in an emerging market context. …”
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433
SAR Analysis in an Anatomical Head Model Using CFL-Optimized Yee Cells and an Accurate Dipole Model at 700-MHz for 5G Mobile Radiation
Published 2025-01-01“…This work enhances simulation accuracy twofold. First, the optimization of the unit cell size relative to the wavelength is refined in comparison to other unit cells without a phase error. …”
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434
Optimal fuzzy-PID controller design for object tracking
Published 2025-04-01“…The simulation results demonstrate that GA tuned Fuzzy-PID controller has given us the best results in terms of reduced steady-state error, faster rise time and settling time, and object position stabilization than PID, Fuzzy and Fuzzy-PID controllers, which shows that optimal Fuzzy-PID controller designed is more appropriate and efficient.…”
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435
Rapid, Precise Parameter Optimization and Performance Prediction for Multi-Diode Photovoltaic Model Using Puma Optimizer
Published 2025-05-01“…Visual analysis confirms that the PO parameter optimization approach provides an effective and practical solution for enhanced energy management and stable grid integration as solar adoption continues to expand.…”
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436
Quality optimization of liquid silicon lenses based on sequential approximation optimization and radial basis function networks
Published 2025-02-01“…The novelty lies in simplifying multi-objective optimization into a single-objective problem and utilizing Pareto boundary analysis for precise parameter tuning. …”
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Channel Coding Toward 6G: Technical Overview and Outlook
Published 2024-01-01“…Our evaluation includes a comparative analysis of error correction performance and the performance of hardware implementation for these coding schemes, providing insights into their potential and suitability for the upcoming 6G era. …”
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