Subcellular localization determines the stability and axon protective capacity of axon survival factor Nmnat2. by Stefan Milde, Jonathan Gilley, Michael P Coleman

“…Within this sequence, a double cysteine palmitoylation motif shared with GAP43 and surrounding basic residues are all required for efficient palmitoylation and stable association with axonal transport vesicles. …”
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Auto-embedding transformer under multi-source information fusion for few-shot fault diagnosis by Bo Wang, Shuai Zhao, Qian Zhao, Yang Bai

“…Visualization tools such as t-SNE and ROC curves further confirm its ability to effectively distinguish fault categories and capture critical fault-related features.…”
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Analysis of Universal Decoding Techniques for 6G Ultra-Reliable and Low-Latency Communication Scenario by Abhilasha Gautam, Prabhat Thakur, Ghanshyam Singh

“…Consequently, this work will help in identifying more efficient decoding algorithms for potential 6G URLLC applications. …”
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A framework reforming personalized Internet of Things by federated meta-learning by Linlin You, Zihan Guo, Chau Yuen, Calvin Yu-Chian Chen, Yan Zhang, H. Vincent Poor

“…Abstract Advances in Artificial Intelligence envision a promising future, where the personalized Internet of Things can be revolutionized with the ability to continuously improve system efficiency and service quality. …”
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Edible Insects from the Perspective of Sustainability—A Review of the Hazards and Benefits by Filip Kłobukowski, Maria Śmiechowska, Magdalena Skotnicka

“…Edible insects have emerged as a promising alternative protein source due to their high nutritional value, low environmental footprint, and efficient resource utilization. This review explores the opportunities and challenges of integrating edible insects into food systems. …”
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Physics-Informed Decoupled Calibration for Fourier Ptychographic Microscopy by Mingdi Liu, Junzhao Liang, Yanxiong Wu, Zicong Luo, Rui Xie, Jiaxiong Luo, Lisong Yan

“…Because this method is decoupled from phase recovery, single-round calibration parameters apply to diverse conditions, reducing error correction time by >67.7% and improving imaging efficiency by >60.1%. Experiments verify its ability to precisely calibrate LED positions, enhancing FPM robustness and laying a solid algorithmic foundation for efficient full-field error correction.…”
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Navigating the Challenges and Opportunities of Tiny Deep Learning and Tiny Machine Learning in Lung Cancer Identification by Yasir Salam Abdulghafoor, Auns Qusai Al-Neami, Ahmed Faeq Hussein

“…The combination of lightweight Convolutional Neural Networks and limited resources could produce a portable model with low computational cost that has the ability to substitute the skill and experience of doctors needed in urgent cases. …”
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Electrifying amine carbon capture with robust redox-tunable acids by Xing Li, Charles B. Musgrave, Andong Liu, Junyang Meng, Jihan Zhang, William A. Goddard, Yayuan Liu

“…Abstract Electrochemically mediated carbon capture presents an energy-efficient and cost-effective strategy to combat climate change due to its ability to utilize renewable energy and operate at ambient conditions. …”
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Influence of Germanium Sulfide on the Structure, Ag-Ion Conductivity and Stability of Glasses in the GeS₂-Sb₂S₃-AgI System by Viktor Markov, Talib Farziev, Nikita Dybin

“…This article discusses the superionic glassy GeS₂-Sb₂S₃-AgI system with mobile silver ions as a material for creating new energy-efficient solid-state ion emitters. The effect of replacing silver iodide with germanium sulfide on the structure of the electrolyte, activation energy of diffusion, and specific ionic conductivity was studied. …”
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Evaluating Expert Opinion-Based Reservoir Operation in Cfa/Csa Climatic Conditions by Mahdi Sedighkia, Bithin Datta

“…The incorporation of expert opinions provides a practical, robust, and efficient framework for reservoir management in challenging climate conditions such as Cfa/Csa classes. …”
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A Comparative Study of Machine Learning Models for Short-Term Load Forecasting by Etna Vianita, Henri Tantyoko

“…The results showed that MLP with lag features achieved the best performance (RMSE: 57.63, MAE: 34.54, MAPE: 0.22), highlighting its ability to model nonlinear and sequential dependencies. …”
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A real-time mapping method for knowledge graph-driven large language models: a focus on indoor fire evacuations by Tianxin Wang, Ping Du, Pei Dang, Tao Liu, Pengpeng Li

“…Efficient indoor fire evacuations are crucial for protecting human life and property. …”
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The Involvement of MicroRNAs in Modulation of Innate and Adaptive Immunity in Systemic Lupus Erythematosus and Lupus Nephritis by Mohsen Honarpisheh, Paulina Köhler, Ekaterina von Rauchhaupt, Maciej Lech

“…Nevertheless, they have the ability to regulate gene expression and play an essential role in immune cell differentiation and function. …”
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Research on the desalination kinetics of carbon tableting electrodes for capacitive deionization water purification by Yu Liang, Youheng Song, Yuchen Sun, Lan Luo, Jing Wang, Junjie He

“…Capacitive Deionization (CDI) stands out due to its efficient and environmentally friendly advantages. …”
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Experimental and modeling hydraulic studies of foam drilling fluid flowing through vertical smooth pipes by Amit Saxena, A.K. Pathak, Keka Ojha, Shivanjali Sharma

“…Foam has emerged as an efficient drilling fluid for the drilling of low pressure, fractured and matured reservoirs because of its the ability to reduce formation damage, fluid loss, differential sticking etc. …”
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Deep Learning-Based Classification of Canine Cataracts from Ocular B-Mode Ultrasound Images by Sanghyeon Park, Seokmin Go, Seonhyo Kim, Jaeho Shim

“…Receiver Operating Characteristic (ROC) curve analysis confirmed strong discriminative ability, with an area under the curve (AUC) of 0.99. …”
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Sustainable Development Goals Against Covid-19: The Performance Of Brazilian Cities In Sdgs 3 And 6 And Their Reflection On The Pandemic by Felipe R. da Silva, Samuel F. Câmara, Francisco R. Pinto, Marcelo Soares, Michael B. Viana, Thiago M. De Paula

“…We have also proved that cities’ population density and their distance from the pandemic epicenter moderate this relationship, since a higher level of these moderation variables increases the impact of a lower level of SDGs 3 and 6 coverage in society on the number of cases and deaths from COVID-19. Thus, the efficient and effective investment to reach SDGs 3 and 6 is directly associated with cities’ ability to successfully deal with infectious diseases and the resulting number of deaths. …”
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Proprioceptive and Exteroceptive Information Perception in a Fabric Soft Robotic Arm via Physical Reservoir Computing with Minimal Training Data by Jun Wang, Zhi Qiao, Wenlong Zhang, Suyi Li

“…Over recent decades, soft and reconfigurable robots have rapidly emerged thanks to their ability to interact safely with humans and adapt to complex environments. . …”
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Utilization of Schizophyllum commune for the biodegradation of chlorhexidine gluconate and Benzalkonium chloride: an innovative approach to environmental remediation by Joel Augustine, Jayanthi Abraham

“…Consequently, it is crucial to develop an efficient approach to reduce or remove this contaminant from the surroundings. …”
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Digital Assistant for Medical Management by Maria-Dana-Ștefania CÂMPAN

“…Each platform was evaluated based on its functionalities, accessibility, and ability to provide efficient medical management. The results show that Regina Maria’s application focuses on appointment scheduling and access to medical information related to its clinics, also offering an educational section. …”
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