- 1. Data-driven LSTM-based control to replace PID for unknown-model electric motor systems
- (Content №2 2026)
- ... J., Yang, R., Gooi, H. B., & Nguyen, H. D. (2023). PID-based CNN-LSTM for accuracy-boosted virtual sensor in battery thermal management system. Applied Energy, 331, 120424. https://doi.org/10.1016/j.apenergy.2022.120424 ...
- Created on 25 April 2026
- 2. Methodology for assessing the condition of power plant units using digital twin models
- (Content №2 2026)
- ... (in real time) response to early manifestations of defects and the increased accuracy of long-term forecasting of the resource of the technological equipment of the nuclear power plant unit. Practical ...
- Created on 25 April 2026
- 3. Neural network method for invariant recognition of vehicles in aerospace images
- (Content №1 2026)
- ... accuracy = 100.0 %, FP = 0, and recall = 95.5 % (107 out of 112 vehicles detected). It significantly exceeds the performance of other neural architectures, which had either a high false positive rate (SSD) ...
- Created on 27 February 2026
- 4. Large-scale topographic mapping of vegetation areas based on UAV and GNSS technology
- (Content №1 2026)
- ... the digital surface model (DSM) to obtain a digital elevation model (DEM). The DSM was smoothed using various radii (0; 20; 50; 70; 100 m), and the accuracy was assessed using different numbers of checkpoints ...
- Created on 27 February 2026
- 5. Mathematical modeling and analysis of heat transfer in structures with foreign elements
- (Content №1 2026)
- ... isotropic three-dimensional media containing foreign thermoactive semi-through elements. This approach enhances the accuracy of temperature regime analysis under thermal loads and contributes to the improvement ...
- Created on 27 February 2026
- 6. Ground control points and their influences on the precision of generating a digital surface model using an unmanned aerial vehicle
- (Content №6 2025)
- ... accuracy. Findings. The results showed that using only 4 GCPs produced the highest RMSE, indicating the lowest accuracy. RMSE values decreased as the number of GCPs increased, with minimal improvement ...
- Created on 25 December 2025
- 7. Calibration and validation of the SWAT model for Upper Bernam River Basin in Malaysia
- (Content №6 2025)
- ... Abstract: Purpose. The calibration and validation of the Soil and Water Assessment Tool (SWAT) model are essential to ensure its accuracy in simulating hydrological processes for effective decision-making. ...
- Created on 25 December 2025
- 8. Simulation-driven assessment of cryptographic algorithms for resource-constrained infocommunication networks
- (Content №6 2025)
- ... was analysed using statistical data processing methods and a multi-criteria evaluation approach. Findings. The symmetric algorithms AES-256-GCM and ChaCha20-Poly1305 demonstrated the highest accuracy ...
- Created on 25 December 2025
- 9. Improving accuracy of dual-purpose nylon parts fabricated by fused deposition modeling
- (Content №6 2025)
- ... Abstract: Purpose. To analyze the dependence of the dimensional accuracy of polyamide 6 (Nylon 6, PA6) parts on the process parameters of additive manufacturing using fused deposition modeling (FDM) ...
- Created on 25 December 2025
- 10. Assessment of correctness conditionsin kinematic seismic tomography: uncertainty calculation and grid size approximation
- (Content №6 2025)
- ... refracted rays. The paper shows how to calculate these errors and use them to assess the accuracy of the kinematic tomography method in the format of seismic velocities. Originality. Quantitative criteria ...
- Created on 25 December 2025
- 11. Land management and land quality assessment tools for effective land resources management in the context of sustainable development
- (Content №5 2025)
- ... V., & Steshchenko, D. (2022). Features of Land Cover Mapping in the Low-Accuracy Areas on Large-Scale Maps for Land Management. International Conference of Young Professionals “GeoTerrace-2022”, 2022, ...
- Created on 25 October 2025
- 12. Quantum machine learning for fusion of multichannel optical satellite images
- (Content №5 2025)
- ... classical fusion methods, including Brovey, Gram-Schmidt, IHS, HCS, HPFC, ATWT, PCA, and CNN, in spectral and spatial information integration accuracy. The method achieves the lowest mean squared error ...
- Created on 25 October 2025
- 13. Improving the algorithm for determining the competence of employees in terms of labor safety
- (Content №5 2025)
- ... 5. Hofer, G., Mraulak, V., Grinschgl, S., & Neubauer, A. C. (2022). Less-Intelligent and Unaware? Accuracy and Dunning-Kruger Effects for Self-Estimates of Different Aspects of Intelligence. Journal ...
- Created on 25 October 2025
- 14. Impact of topographic data on electric vehicle energy prediction
- (Content №5 2025)
- ... Universytetu. 2025, (5): 078 - 085 https://doi.org/10.33271/nvngu/2025-5/078 Abstract: Purpose. To assess the impact of sampling frequency and topographic data sources on the accuracy of electric vehicle ...
- Created on 25 October 2025
- 15. Assessment of the fatigue strength of a tank wagon car boiler taking into account corrosive wear
- (Content №5 2025)
- ... Notes in Mechanical Engineering, 2, 1172-1181. Springer, Cham. https://doi.org/10.1007/978-3-030-54817-9_136 13. Sokolov, V. (2020). Increased Measurement Accuracy of Average Velocity for Turbulent ...
- Created on 25 October 2025
- 16. Prediction of coal seam occurrence using numerical methods and a three-dimensional geoinformation system
- (Content №5 2025)
- ... adapted to conditions with limited geological data. For the first time, a step-by-step construction with dynamic uprating of seam geometry is implemented, enhancing the accuracy of reserve estimation and ...
- Created on 25 October 2025
- 17. Paradigms of modeling and improving the reliability of data transmission in VLC technologies
- (Content №4 2025)
- ... of false and undetected defects. The key factors of stability are metrological support, control accuracy and reduction of design risks. The proposed models allow improving the systemic quality of design ...
- Created on 26 August 2025
- 18. The array of GNSS for structure deformation monitoring
- (Content №4 2025)
- ... errors and enhance accuracy. Real-time deformation measurements are achieved using multi-frequency, multi-constellation GNSS receivers with Real-Time Kinematic (RTK) and least-square estimation, combined ...
- Created on 26 August 2025
- 19. Software detection of Ukrainian-language texts generated by AI: methods, estimations, challenges
- (Content №4 2025)
- ... AI-generated text detection tools in identifying machine-generated content within students’ qualifying papers. The research aims to analyze the accuracy, reliability, and limitations of these detection ...
- Created on 26 August 2025
- 20. Analysis of a soil slope stability based on modified failure criterion
- (Content №4 2025)
- ... The research is aimed at improving landslide prediction methods and developing approaches for integrating laboratory data into numerical models to enhance their accuracy. Methodology. The study employs ...
- Created on 26 August 2025