SVD-Krylov–Based Structure-Preserving Techniques for Approximation of a Class of Second-Order Index-1 Descriptor Systems by Mahtab Uddin, M. Monir Uddin, Md. Abdul Hakim Khan

“…ISKA is a model-order reduction (MOR) approach utilized to get a reduced-order model (ROM) corresponding to a target model with a desired size, where two projector matrices are the main constituent. …”
Get full text

Application of an Optimization Model for Water Supply Chain Using Storage Reservoir Operation for Efficient Irrigation System by Faisal M. Alfaisal, Shamshad Alam, Raied Saad Alharbi, Kiranjeet Kaur, Mohammad Amir Khan, Mohammad Faraz Athar, Saima Ahmed Rahin

“…The linear programming (LP) algorithm is used to formulate the model, which is then solved using the general algebraic modeling system (GAMS). …”
Get full text

Optimizing China's carbon quota allocation for peak emissions: A novel AMLC framework tailored to regional dynamics. by Lanlan Lian, Xiaojun Ma, Yimeng Wang, Qingli Dong

“…As China advances its carbon reduction efforts, the equitable and efficient allocation of initial carbon quotas among provinces has become increasingly critical. …”
Get full text

Evaluation of fixed assets of electric power enterprises-operators of the distribution system under the conditions of the post-war reconstruction of Ukraine by R.L.

“…The majority of electric power enterprises-operators of the distribution system choose a revaluation model for classes of fixed assets and carry out revaluations of fixed assets. The algorithm for determining the asset valuation base with the aim of transitioning to stimulating regulation (RAB-regulation) was studied. …”
Get full text

Improvement of Energy Indicators of Asynchronous Motor under the Conditions of Asymmetric Voltage Supply by Boyko A.A., Besarab A.N., Sokolov Y.A., Shapa L.N.

“…The proposed functional scheme of microprocessor control and the algorithm of control increase the possibilities of automated loss minimization system.…”
Get full text

Optimizing Geospatial Data for ML/CV Applications: A Python-Based Approach to Streamlining Map Processing by Removing Irrelevant Areas by David Kasperek, Michal Podpora

“…This results in obtaining file sizes that are significantly smaller. The presented algorithm also involves asynchronous tile downloading, which, combined with the masking of irrelevant areas, improves not only the efficiency but surprisingly also the accuracy of subsequent ML/CV procedures. …”
Get full text

Improvement of RT-DETR model for ground glass pulmonary nodule detection. by Siyuan Tang, Qiangqiang Bao, Qingyu Ji, Tong Wang, Naiyu Wang, Min Yang, Yu Gu, Jinliang Zhao, Yuhan Qu, Siriguleng Wang

“…Compared to the baseline model, it shows an average precision improvement (mAP50/mAP50:95) of 2.1% and 1.7%, with a reduction parameters by 5.2 million. On a specialized dataset containing both pure and mixed ground glass nodules, our model outperformed the baseline model in all evaluation metrics. …”
Get full text

Spatially and temporally correlated channel estimation and detection for comparator network-aided MIMO receivers with 1-bit ADCs by Luiz Sampaio, Lukas T. N. Landau

“…Abstract The low-resolution aware linear minimum mean squared error (LRA-LMMSE) channel estimator, designed for low-resolution MIMO receivers, achieves a notable reduction in mean squared error by incorporating a comparator network. …”
Get full text

Automatic Estimation of Solar Rooftops and Power Generation From Publicly Available Satellite Imagery Through Georeferencing and Large-Scale Support by John Sullivan, Apichon Witayangkurn

“…This facilitates informed decision-making, cost reduction, and contributions to environmental goals.…”
Get full text

Airfoil Optimization Design of Vertical-Axis Wind Turbine Based on Kriging Surrogate Model and MIGA by Quan Wang, Zhaogang Zhang

“…The optimized results show that the power coefficient of the new airfoil increases by 14.2% under the condition of the tip velocity ratio (TSR > 1.5), and the average efficiency of the entire working condition increases by 9.8%. The drag reduction mechanism is revealed through pressure cloud maps and velocity field analysis. …”
Get full text

Analyzing Partial Shading in PV Systems Using Wavelet Packet Transform and Empirical Mode Decomposition Techniques by Kais Abdulmawjood, Walid G. Morsi

“…The generated IMF components are then fed into the Random Forest (RF) algorithm designed for shading detection and classification. …”
Get full text

A PRISMA-driven systematic review of data mining methods used for defects detection and classification in the manufacturing industry by Blanka Bártová, Vladislav Bína, Lucie Váchová

“…DT, together with the Genetic algorithm (GA) and SVM, achieved the highest average accuracy. …”
Get full text

Japanese encephalitis virus infection in non-encephalitic acute febrile illness patients. by Chairin Nisa Ma'roef, Rama Dhenni, Dewi Megawati, Araniy Fadhilah, Anton Lucanus, I Made Artika, Sri Masyeni, Asri Lestarini, Kartika Sari, Ketut Suryana, Frilasita A Yudhaputri, Ungke Anton Jaya, R Tedjo Sasmono, Jeremy P Ledermann, Ann M Powers, Khin Saw Aye Myint

“…These findings highlight the need to consider JEV in the diagnostic algorithm for acute febrile illnesses in endemic areas and suggest that JEV as a cause of non-encephalitic disease has likely been underestimated in Indonesia.…”
Get full text

Energy-Adaptive SGHSMC: A Particle-Efficient Nonlinear Filter for High-Maneuver Target Tracking by Chang Ho Kang, Sun Young Kim

“…By integrating Hamiltonian Monte Carlo sampling with stochastic gradient techniques, our approach achieves a 40% reduction in computational overhead compared to traditional particle filters while maintaining particle diversity. …”
Get full text

OPTIMIZATION OF HEMISPHERICAL RESONATOR GYROSCOPE STANDING WAVE PARAMETERS by O. S. Khalyutina

“…Evaluating the effectiveness of the proposed control algorithm is determined by the results of the resonator output signal simulation provided the perfect constructive and its performance in the presence of a mass defect in it. …”
Get full text

Stochastic Demand-Side Management for Residential Off-Grid PV Systems Considering Battery, Fuel Cell, and PEM Electrolyzer Degradation by Mohamed A. Hendy, Mohamed A. Nayel, Mohamed Abdelrahem

“…The simulation results indicate that the proposed method achieved total degradation cost reductions of 16.66% and 42.6% for typical summer and winter days, respectively, in addition to a reduction of the levelized cost of energy (LCOE) by about 22.5% compared to the average performance of 10,000 random operation scenarios.…”
Get full text

Artificial intelligence based analysis for magnetized casson fluid in partially heated cavity rooted with heated fin by Khalil Ur Rehman, Wasfi Shatanawi, Lok Yian Yian

Get full text

Single-image super-resolution of gamma-ray imaging system using deep denoiser prior based on plug-and-play framework by Guo-Guang Li, Liang Sheng, Bao-Jun Duan, Yang Li, Yan Song, Zi-Jian Zhu, Wei-Peng Yan, Dong-Wei Hei, Qing-Zi Xing

Get full text

Geoecological Analysis of the Effects of Pipeline Transport on the Environment of Transit Regions (Voronezh Region, Russia) by L. A. Mezhova, A. M. Lugovskoy, Yu. N. Gladkiy, A. B. Glazyeva, O. Yu. Sushkova, L. B. Vampilova, A. A. Sokolova, L. A. Lugovskaya

Get full text

Integrated analysis of single-cell and bulk transcriptomics reveals cellular subtypes and molecular features associated with osteosarcoma prognosis by Feng Liu, Tingting Zhang, Yongqiang Yang, Kailun Wang, Jinlan Wei, Ji-Hua Shi, Dong Zhang, Xia Sheng, Yi Zhang, Jing Zhou, Faming Zhao

“…Multiple machine learning algorithms were applied to develop tumor purity prediction models based on transcriptomic profile of OS. …”
Get full text