Justifying the selection of a neural network linguistic classifier by Олеся Барковська, Ксенія Воропаєва, Олександр Руських

“…Given the escalating demand for precision and efficiency in text classification methods, the evaluation and comparison of diverse neural network models become imperative to determine optimal strategies. …”
Get full text

The role of eco-digital learning in enhancing the impact of IoT, blockchain, and artificial intelligence on green supply chain for SME internationalization by Faisol, Hestin Sri Widiawati, Risky Aswi Ramadhani, Bambang Agus Sumantri

“…The results indicate that the adoption of the Internet of Things demonstrates a significant positive effect (p = 0.0000, T-statistic = 4.6695), improving real-time monitoring and operational efficiency. Blockchain also positively affects SME internationalization (p-value = 0.0085, T-statistic = 2.6427), enhancing supply chain transparency and ensuring compliance with international standards. …”
Get full text

Neuromodulatory effects of caffeine and bromazepam on visual event-related potential (P300): a comparative study Efeitos neuromoduladores da cafeína e do bromazepam no potencial ev... by Mariana Montenegro, Heloisa Veiga, Andréa Deslandes, Maurício Cagy, Kaleb McDowell, Fernando Pompeu, Roberto Piedade, Pedro Ribeiro

“…The P300 component of the event-related potential (ERP) is a general measurement of "cognitive efficiency". It is an index of the ability of an individual's central nervous system (CNS) to process incoming information. …”
Get full text

Automated sparse feature selection in high-dimensional proteomics data via 1-bit compressed sensing and K-Medoids clustering by FuDong Wen, Yue Su, Dan Liu, YuPeng Wang, MeiNa Liu

“…Current feature selection methods, including filter, wrapper, and embedded approaches, struggle with stability, sparsity, and computational efficiency. To address these limitations, we propose Soft-Thresholded Compressed Sensing (ST-CS), a hybrid framework integrating 1-bit compressed sensing with K-Medoids clustering. …”
Get full text

Heterogeneity and main controlling factors of black shale in first Member of Lower Carboniferous Luzhai Formation in Northern Liucheng Slope, Guizhong Depression by LIN Yifei, QIN Yinglun, LU Yongchao, ZHUO Seqiang, WANG Chuan, LU Wenshi, CUI Qinyu, CEN Wenpan

Get full text

A Method for the Automatic Selection of Training Tasks in Learning Environment for IT Students by S. U. Rzheutskaya, M. V. Kharina

“…The research, the results of which are presented in this article, was carried out in order to activate and improve the efficiency of independent work of students in the information environment of learning by rational individual selection of training tasks. …”
Get full text

Downscaled‐GRACE Data Reveal Anthropogenic and Climate‐Induced Water Storage Decline Across the Indus Basin by Arfan Arshad, Ali Mirchi, Saleh Taghvaeian, Amir AghaKouchak

“…Comparison with in‐situ GWS from 2,200 monitoring wells shows that downscaling of GRACE data significantly improves agreement with in‐situ data, evidenced by higher Kling‐Gupta Efficiency (0.50–0.85) and correlation coefficients (0.60–0.95). …”
Get full text

Bacterial nanocellulose and its oxidized form as functional carriers for pomegranate peel extract: A sustainable approach to bioactive delivery by Vuk Filipovic, Jasmina Nikodinovic-Runic, Katarina Savikin, Jelena Zivkovic, Jelena Mudric, Nemanja Krgovic, Marijana Ponjavic

“…The TEMPO-mediated oxidation was used to introduce carboxylate groups to enhance the selectivity and efficiency of adsorbed active components from PPE. Structural and compositional analyses, including FTIR and HPLC, confirmed successful incorporation of PPE components, while FESEM provided an insight into the material's morphology. …”
Get full text

Coming to light: How effective are sediment gravity flows in removing fine suspended carbonate from reefs? by Jaco H. Baas, William Hewitt, Stephen Lokier, James Hendry

“…The present study should therefore be seen as a first step towards a more comprehensive analysis of the efficiency of removal of suspended sediment from coral reefs.…”
Get full text

AI usage among medical students in Palestine: a cross-sectional study and demonstration of AI-assisted research workflows by Mahmoud Yousef, Salahaldeen Deeb, Khaled Alhashlamon

“…Conclusion AI demonstrates significant potential to enhance medical education in resource-constrained settings by improving academic outcomes and research efficiency. ChatGPT played a critical role in this study, not only as a tool used by participants but also in the research process itself, including data analysis and manuscript drafting. …”
Get full text

Transcriptomic and physiological insights into auxin-mediated root growth and potassium uptake in tobacco under low-potassium stress by Kunhao Guan, Yingying Li, Yuyin Zhang, Jie Yang, Zixuan Ge, Xiaoyan Dai

“…Abstract Background Improving potassium uptake efficiency in plants is crucial for agricultural production. …”
Get full text

A comparison study and multi-objective optimization of a DICI engine fueled with petroleum diesel and Fischer-Tropsch diesel by Panpan Cai, Zheng Jing, Chunhua Zhang, Bing Han, Gang Li, Wenlong Song

“…The experimental results show that, with the same engine control parameters, FT100 exhibits better fuel economy, milder combustion and lower soot emission compared to PD100. To achieve higher efficiency and cleaner combustion, further optimizations of control strategy for the FT100 engine are conducted. …”
Get full text

The Triglyceride–Glucose Index, a Marker of Insulin Resistance, Is Associated with the Myocardial Performance Index in Asymptomatic Subjects by Necip Nas, Muzaffer Aslan, Semih Saglik, Hafize Uzun

“…The MPI provides a comprehensive view of the overall efficiency of the heart’s pumping ability, making it a valuable tool for detecting early signs of heart dysfunction, even in the absence of overt symptoms. …”
Get full text

Time in range prediction using the experimental mobile application in type 1 diabetes by A. N. Rusanov, T. I. Rodionova

“…The results of the forecast efficiency on the test sample were: dTIR: MAE — 6,82%, RMSE — 8,60%; SLR: MAE — 5,66%, RMSE — 7,34%; MLR: MAE — 4,18%, RMSE — 5,28%; ANN (2 layers): MAE — 4,14%, RMSE — 5,19%; ANN (1 layer): MAE — 4,44%, RMSE — 5,52%.CONCLUSION: ANN with two hidden layers and MLR demonstrated the best ability for TIR prediction. …”
Get full text

Improved efficacy of therapeutic HPV DNA vaccine using intramuscular injection with electroporation compared to conventional needle and needle-free jet injector methods by Shiwen Peng, Darrell Fan, Hsin-Fang Tu, Michelle Cheng, Rebecca C. Arend, Kimberly Levinson, Julia Tao, Richard B. S. Roden, Chien-Fu Hung, T.-C. Wu

“…While naked DNA vaccines are readily produced, stable, and well tolerated, their potency is limited by the delivery efficiency. Here we compared three different IM delivery strategies, including intramuscular (IM) injection, either with a needle alone or with electroporation at the injection site, and a needle-free injection system (NFIS), for their ability to elicit gene expression and to improve the potency of pBI-11 DNA vaccine. …”
Get full text

The Impact of Oil Viscosity and Fuel Quality on Internal Combustion Engine Performance and Emissions: An Experimental Approach by Milton Garcia Tobar, Kevin Pinta Pesantez, Pablo Jimenez Romero, Rafael Wilmer Contreras Urgiles

“…These findings suggest that optimizing the oil viscosity and selecting the appropriate fuel can enhance engine efficiency and reduce emissions, thereby contributing to the development of more sustainable automotive technologies. …”
Get full text

Inactivation of the TIM complex components leads to a decrease in the level of DNA import into Arabidopsis mitochondria by T. A. Tarasenko, K. D. Elizova, V. I. Tarasenko, M. V. Koulintchenko, Yu. M. Konstantinov

“…In the tim17-1 knockout mutant, there was an additional decrease in the efficiency of DNA import in the presence of antibodies to VDAC1 compared to the wild type line. …”
Get full text

Wood Distillate Mitigates Ozone-Induced Visible and Photosynthetic Plant Damage: Evidence from Ozone-Sensitive Tobacco (<em>Nicotiana tabacum</em> L.) BelW3 by Andrea Vannini, Alessandro Petraglia

“…BelW3 plants also showed a significant decrease in the efficiency of parameters related to PSII and PSI when compared to BelB. …”
Get full text

Identification of Potential Inhibitors of Histone Deacetylase 6 Through Virtual Screening and Molecular Dynamics Simulation Approach: Implications in Neurodegenerative Diseases by Anas Shamsi, Moyad Shahwan, Azna Zuberi, Nojood Altwaijry

“…Results: The virtual screening results pinpointed penfluridol and pimozide as potential repurposed drugs against HDAC6 based on their binding efficiency and appropriate drug profiles. The docking results indicate that penfluridol and pimozide share the same binding site as the reference inhibitor with HDAC6. …”
Get full text

Enkapsulasi dan Karakterisasi Pelepasan Terkendali Pupuk NPK Menggunakan Kitosan Yang Ditaut Silang Dengan Glutaraldehida by Jayanudin Jayanudin, Retno Sulistyo D Lestari

“…Controlled release NPK fertilizer aims to improve the nutrient use efficiency (NUE) of plants and also to reduce environmental pollution. …”
Get full text