Traffic State Estimation With Spatio-Temporal Autoencoding Transformer (STAT Model) by Ali Reza Sattarzadeh, Pubudu N. Pathirana, van Thanh Huynh

“…Comprehensive evaluations across various traffic prediction datasets have established the validity of the proposed approach. Also, for an efficient model selection, Akaike Information Criterion (AIC), Schwarz Bayesian Information Criterion (SBIC), Hannan-Quinn Information Criterion (HQIC), and corrected AIC (AICc) tools were used to evaluate and compare models based on their ability to balance fit and complexity. …”
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A data-driven approach to solve the RT scheduling problem by Mruga Gurjar, Jesper Lindberg, Thomas Björk-Eriksson, Caroline Olsson

“…Conclusion: The algorithm’s ability to produce quick results may save significant time that the scheduling staff otherwise need to assess individual patient profiles. …”
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Risk of evolution driven population-wide emergence of mpox: The paradoxic effect of moderate interventions by F. Nedényi, J.M. Benke, M. Szalai, G. Röst

“…While in non-endemic countries disease spread remained limited mostly to a high risk group, a main public health concern is that through evolution, mpox gains the ability to widely spread in the entire population. …”
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Enhanced distilled water productivity using an innovative semi-cylindrical tent-shaped solar still coupled with evacuated tubes by Abed Alrzaq Alshqirate, Omar Badran, Omar Quran, Ghazi Al-Marahleh, Abdullah N. Olimat, Aiman Al Alawin, Abdullah Al Shorman, Ali Alahmer

“…Additionally, the SCTSCET exhibited a 10 % higher hourly thermal efficiency and a peak exergy efficiency of 5.7 %, compared to 3.4 % for the conventional still, highlighting its superior ability to harness and utilize solar energy for distillation.…”
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Microbial Protein and Metabolite Profiles of <i>Klebsiella oxytoca M5A1</i> in a Bubble Column Bioreactor by Tawakalt Ayodele, Musiliu Liadi, Abodunrin Tirmidhi Tijani, Kudirat Alarape, Christiana Bitrus, Clairmont L. Clementson, Ademola Hammed

“…These findings highlight the advantages of the BC bioreactor for MP production, particularly its ability to maintain aerobic conditions that support higher growth and yield.…”
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Immobilization of FDH on carbon felt by affinity binding strategy for CO2 conversion by Diego Maureira, Sady Roberto Rodriguez, Oscar Romero, Marina Guillén, Gregorio Álvaro, Lorena Wilson, Carminna Ottone

“…Utilizing an 8-bar pressurized reactor led to a productivity of 0.56 mol L⁻¹ h⁻¹. The biocatalyst efficiently catalyzed formic acid synthesis over four consecutive reaction cycles, but its efficiency decreased with each cycle. …”
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Prox-STA-LSTM: A Sparse Representation for the Attention-Based LSTM Networks for Industrial Soft Sensor Development by Yurun Wang, Yi Huang, Dongsheng Chen, Longyan Wang, Lingjian Ye, Feifan Shen

“…For deep learning based soft sensors, the spatiotemporal attention (STA)-LSTM is a newly emerged technique which provides efficient predictions for quality variables of industrial processes. …”
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Human Brain-Inspired Network Using Transformer and Feedback Processing for Cell Image Segmentation by Hinako Mitsuoka, Kazuhiro Hotta

“…We further propose Lite Feedback Module, a computationally efficient alternative to conventional feedback modules. …”
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On-Chip Electrochemical Sensor Based on 3D Graphene Assembly Decorated Ultrafine RuCu Alloy Nanocatalyst for In Situ Detection of NO in Living Cells by Haibo Liu, Kaiyuan Yao, Min Hu, Shanting Li, Shengxiong Yang, Anshun Zhao

“…Meanwhile, the 3D IL-GA with hierarchical porous structures can facilitate the efficient electron/mass transfer at the electrode/electrolyte interface and the cell culture. …”
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A resistive electron irradiation microsensor made from conductive electrospun polycaprolactone fibers loaded with carbon nanotubes and fullerene C60 by Fabricio N. Molinari, Maria A. Mancuso, Emanuel Bilbao, Gustavo Giménez, Leandro N. Monsalve

“…This phenomenon could be explained due to the ability of C60 to trap and stabilize negative charges and thus contribute to the conductivity of the polymer composite. …”
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Hydrogen Leakage Location Prediction in a Fuel Cell System of Skid-Mounted Hydrogen Refueling Stations by Leiqi Zhang, Qiliang Wu, Min Liu, Hao Chen, Dianji Wang, Xuefang Li, Qingxin Ba

“…Therefore, the development of precise and efficient technologies to predict leakage locations is vital for the safe and stable operation of hydrogen refueling stations. …”
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Sustainable Synthesis of New Antioxidants from Hydroxytyrosol by Direct Biocatalytic Esterification in Ionic Liquids by Susana Nieto, Inmaculada Lozano, Francisco J. Ruiz, Jose F. Costa, Rocio Villa, Pedro Lozano

“…This work presents a highly efficient and selective approach to perform the biocatalytic esterification of free fatty acids (FFAs) of different alkyl chain lengths with HT in a reaction medium based on the SLIL [C₁₂mim][NTf₂]. …”
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Deep Residual Network With Integrated StarDist Nuclei Segmentation for Papillary Thyroid Cancer Identification: A Pathologist-Inspired Approach by Nabila Husna Shabrina, Dadang Gunawan, Mia Rizkinia, Agnes Stephanie Harahap, Mohammad Ikhsan, Rifai Chai, Maria Francisca Ham

“…This study proposes a deep residual network with integrated StarDist nuclei segmentation to enhance the model&#x2019;s ability to focus on critical cellular structures when making predictions. …”
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Construction of imidazole-based ionic liquid modified MoO3-x for enhancing photocatalytic oxidation desulfurization in diesel by Suhang Xun, Chenchao Hu, Bohan Yang, Wei Jiang, Minqiang He, Wenshuai Zhu, Huaming Li

“…Development of clean desulfurization process that combines both efficient and environmentally friendly remains a significant challenge for diesel production. …”
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Intraspecific functional traits of an invasive alien plant, Hyptis suaveolens differ with respect to land use types by G. F. Akomolafe, W. O. Ocheola, R. Rosazlina, F. Ojija, S. Xue, B. E. Omomoh

“…These traits are indicators of their highly competitive ability, low inflammability, efficient acquisition, usage of resources and resistance to physical hazard.…”
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Isolation of a Novel Bacterium Isolate Capable of Utilizing Crude Oil and Diesel Oil Spills as a Biological Bioremediation Agent by Ghydaa H. Aljeboury, AbdulSalam Tawfeeq Dawood, Rawaa A. Khalaf, Rebah N. Algafari, Rehab S. Ramadhan, Sura S. Talib

“…Results: The most efficient isolate was obtained from Basra soil, characterized by the highest degree of contamination. …”
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Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model by Yixin Jiang, Chunlin Wang, Zhaji Huang, Dandan Li, Biao Wang, Yanlan Wu, Hui Liu, Zihan Liu

“…Small water bodies are essential for hydrological connectivity, efficient use of water resources, and ecological conservation. …”
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Ordered embeddings and intrinsic dimensionalities with information-ordered bottlenecks by Matthew Ho, Xiaosheng Zhao, Benjamin D Wandelt

“…IOBs demonstrate a remarkable ability to compress embeddings of high-dimensional image and text data, leveraging the performance of SOTA architectures such as CNNs, transformers, and diffusion models. …”
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Synthesis and application of Cobalt-Silver nanohybrid for antimicrobial wastewater treatment and agricultural productivity enhancement by Sayed M. S. Abo El-Souad, Marwa A. Ramadan, D. Zahran

“…Abstract 1- This work emphasises the potential of Co@Ag-NPs as an efficient antimicrobial agent. The scientific community has recently shown silver nanohybrids to maintain plural consistency and their potential applications in wastewater treatment. …”
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Computational work of casson rheology on 3D swirling plate employing yamada-ota and xue models by Jabr Aljedani, Hakim AL Garalleh, Umar Nazir, Muhammad Sohail, Ibrahim Mahariq, Abd Allah A. Mousa, Afnan Al Agha

“…Nanofluid flow is a widely investigated topic in engineering and industry, particularly in the cooling of electronic devices. Its proven ability to save energy makes it a viable option for improving cooling systems and sustainability initiatives. …”
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