Deep Learning-Driven Molecular Generation and Electrochemical Property Prediction for Optimal Electrolyte Additive Design by Dongryun Yoon, Jaekyu Lee, Sangyub Lee

“…By replacing the traditional electrolyte additive development process with deep learning models, this method has the potential to significantly reduce the overall development time and improve efficiency.…”
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CFD-based optimization of dynamic cyclones with variable vortex length using GMDH artificial neural network by Hamed Safikhani, Somayeh Davoodabadi Farahani, Lakhbir Singh Brar, Faroogh Esmaeili

“…The Eulerian-Lagrangian approach is used to track particle motion, while the Discrete Random Walk technique simulates velocity variations. In the second phase, data obtained from the numerical simulations is used to construct objective function models, focusing on minimizing pressure drop and maximizing collection efficiency. …”
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Magnetic Particle-Based Automated Chemiluminescence Immunoassay for the Determination of Hydrocortisone Residues in Milk by Yuan-Yuan Yang, Bao-Zhu Jia, Zhen-Lin Xu, Yi-Xian Liu, Lin Luo

“…The assay can be completed in 12 min with a linear detection range of 13.09–261.71 μg/L, a limit of detection (LOD) of 4.94 μg/L, a limit of quantification (LOQ) of 14.84 μg/L, and intra- and inter-batch variations of less than 5%. The method demonstrated stability and exhibited no cross-reactivity with structural analogues. …”
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Rotation-Invariant Feature Enhancement with Dual-Aspect Loss for Arbitrary-Oriented Object Detection in Remote Sensing by Zhao Hu, Xiangfu Meng, Xinsong Liu, Zhuxiang Sun

“…Evaluated on the DIOR-R and HRSC2016 benchmarks, our method demonstrates robust detection capabilities for arbitrarily oriented objects, achieving competitive performance in both accuracy and efficiency. …”
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Mechanical and energy absorption characteristics of foamed concrete under different quasi-static compression tests by Shi Minghui, Yin Guansheng, Hao Wenqian, Zhang Wanqi, Zhang Jintao, Wei Pengfei, Feng Junjie, Qiang Li’an, Zhang Wei, Zhu Dongfang

“…The unconfined penetration compression method displays significant fracture failures independent of density variations, while their load-displacement curves exhibit elastic-plastic stages followed by platform stages before reaching ultimate fracture failure. …”
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pH-Sensitive Multiliposomal Containers for Encapsulation and Rapid Release of Bioactive Substances by Anna A. Efimova, Tatyana A. Abramova, Igor V. Yatsenko, Alexey V. Kazantsev, Denis V. Pozdyshev, Nikolay V. Lukashev, Vladimir I. Muronets, Alexander A. Yaroslavov

“…A new method of the design of stimuli-sensitive multiliposomal containers for encapsulation and controlled drug release is described. …”
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Investigation of heavy metal concentrations for biocoke by using ICP-OES by Erdiwansyah, Asri Gani, Hera Desvita, Mahidin, Bahagia, Rizalman Mamat, S.M. Rosdi

“…This study aims to analyze the concentration of heavy metals in EFB using the Inductively Coupled Plasma Optical Emission Spectrometry (ICP-OES) method. The analysis showed that hazardous heavy metals such as arsenic (As), cadmium (Cd), mercury (Hg), and lithium (Li) were not detected in EFB samples. …”
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Classifying vocal responses of broilers to environmental stressors via artificial neural network by T. Lev-ron, Y. Yitzhaky, I. Halachmi, S. Druyan

“…By enhancing the timing of human intervention during critical growth stages, the proposed method may significantly improve broiler welfare and farm management efficiency.…”
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A Design Approach for SoC Integration With Voltage Restoration Capability for Redundancy-Based DC Microgrids by Thales Augusto Fagundes, Raphael Sauer de Castro, Marcio Von Rondow Campos, Bruno Meneghel Zilli, Lucas Jonys Ribeiro Silva, Josep M. Guerrero, Ricardo Quadros Machado

“…As the EMS operates as a current source-based system, voltage variations on the dc-link are expected. However, after fuzzy-based restoration, the voltage deviation remains below 2% and the operational efficiency exceeds 90%. …”
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Physical Classification of Soybean Grains Based on Physicochemical Characterization Using Near-Infrared Spectroscopy by Marisa Menezes Leal, Nairiane dos Santos Bilhalva, Rosana Santos de Moraes, Paulo Carteri Coradi

“…It is concluded that the NIR method combined with multivariate modeling allows for the rapid assessment of soybean grain quality in real time, optimizing, reducing waste in, and increasing the efficiency of post-harvest processes.…”
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Urban Expansion and the Loss of Agricultural Lands and Forest Cover in Limbe, Cameroon by Lucy Deba Enomah, Joni Downs, Michael Acheampong, Qiuyan Yu, Shirley Tanyi

“…It also provides a spatial method for monitoring LULC variations that can be used as a framework by stakeholders who are interested in environmentally conscious development and sustainable land use practices.…”
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Spatial Analysis of Digital Transformation on Food Security in Sumatra: Amidst Climate Change by Moh Najikhul Fajri, Backtiar Putra Pratama, Fifi Amilia Wulandari

“…Food security levels are measured using the entropy method, while the effects of digital transformation are assessed through spatial panel regression to capture both spatial and temporal variations.The results indicate that digitalization has a significant positive effect on food security in the long run. …”
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Enhanced SVM-based model for predicting cyberspace vulnerabilities: Analyzing the role of user group dynamics and capital influx. by Yicheng Long

“…In addition, this study analyzes user behavioral variations under different levels of attack pressure based on network access activity. …”
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Solid-state analog of gravitational redshift: Transport signatures of massless Dirac fermions in tilted Dirac cone heterostructures by Marziyeh Karmand, Mohsen Amini, Morteza Soltani, Ebrahim Ghanbari-Adivi, Seyed Akbar Jafari

“…The resulting Dirac equation in an emergent curved spacetime for the spinor ψ(z) can be efficiently solved using a fourth-order Runge-Kutta numerical method by a transformation to a suitable spinor φ where the resulting Dirac cone looks locally upright. …”
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RS-DETR: An Improved Remote Sensing Object Detection Model Based on RT-DETR by Hao Zhang, Zheng Ma, Xiang Li

“…This result demonstrates the effectiveness and robustness of our proposed method for remote sensing image object detection.…”
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Consensus-Based Intelligent Distributed Secondary Control for Multiagent Islanded Microgrid by Ali M. Jasim, Basil H. Jasim, Flah Aymen, Hossam Kotb, Ahmed Althobaiti

“…Distributed implementation of the proposed method guarantees system scalability without MG topology or demand pattern expertise. …”
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Standalone Operation of Inverter-Based Variable Speed Wind Turbines on DC Distribution Network by Hossein Amini, Reza Noroozian

“…System operation is analyzed under two scenarios: normal operation with varying wind speeds and the effects of load variations. Simulation results using PSCAD/EMTDC demonstrate that the proposed LVDC isolated distribution network (DC) achieves a stable DC bus voltage within ±5% of the nominal value, efficiently delivers balanced AC voltages with unbalanced levels below 2%, and operates with over 90% wind energy utilization during varying wind speeds, confirming LVDC network reliability and robustness.…”
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Artificial Intelligence-Supported Spatial Scanning for Enhanced Real-Time Spectral Analysis of Heterogeneous Media by Bassem Mortada, Samir Abozyd, Bassam Saadany, Yasser M. Sabry, Diaa Khalil, Tarik Bourouina

“…However, the inherent spectral variations arising from the random spatial arrangement of inhomogeneous granular media pose accuracy challenges. …”
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Growth enhancement of Anthurium seedlings using Arbolina by João Victor Barbosa Silva, Ana Cecília Ribeiro Castro, Carlos Alberto Kenji Taniguchi, Fabiana Rodrigues da Silva, Natália Florêncio Martins, Júlio César DoVale

“…Results showed no significant variations in aerial growth parameters; however, soil application significantly increased root volume in both species. …”
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Nano-Phytosome Drug Delivery System of Acanthus Illicifolius Leaves Extract: Characterization, Formulation and Evaluation by Setyowati ER Heni, Pribadi Prasojo, Wijayanti Kartika, Bunga Cut Dewi, Dewi Devi Kemala, Wardani Arief Kusuma

“…Nano-phytosomes were formulated by making three variations in the ratio of phosphatidylcholine starting from 24 mg (F1) : 48 mg (F2) : 71 mg (F3) with using the reflux method. …”
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