Research on the Construction and Application of Earthquake Emergency Information Knowledge Graph Based on Large Language Models by Wentao Zhou, Meng Huang, Shuai Liu, Qiao You, Fanxin Meng

“…To address the challenges of semantic parsing of multi-source heterogeneous information and the delayed emergency response decisions caused by insufficient relational reasoning capabilities in earthquake emergency management, this study proposes a domain knowledge extraction method for earthquakes based on a large language model combined with a three-level prompt engineering system (TPES-LLM) of “instruction fine-tuning - demand awareness - case matching. …”
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Fitting nonlinear double sigmoid models to macauba fruit growth data using Bayesian inference by Edilene Cristina Pedroso Azarias, Natiele de Almeida Gonzaga, Édipo Menezes da Silva, Edilson Marcelino Silva, Tales Jesus Fernandes, Joel Augusto Muniz

“…It is used as a food and applied in the cosmetic and pharmaceutical industries. Macauba fruit is a source of raw material for oil and bioenergy production. …”
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RFSoC Modulation Classification With Streaming CNN: Data Set Generation & Quantized-Aware Training by Andrew Maclellan, Louise H. Crockett, Robert W. Stewart

“…We interface with the implemented hardware through the open-source PYNQ project, which combines Python with programmable logic interaction, enabling real-time modulation prediction via a PYNQ-enabled Jupyter app. …”
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Application of PS2M Aptamer as Receptor Layer for Electrochemical Detection of Lead Ions by Izabela Zaras, Olga Kujawa, Marcin Olszewski, Marta Jarczewska

“…Herein, we present studies on the electrochemical detection of lead ions using PS2M aptamer, which contains several guanine nucleotides, as the receptor element. Firstly, the method of aptamer-based layer fabrication was optimized along with the choice of a redox active indicator, which was a source of current signal. …”
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An Enhanced Approach for Remaining Useful Life Prediction of Bearings Using Incomplete Lifecycle Data by Xunmeng An, Chao Zhang, Caiye Liu, Wentao Zhao

“…Accurately predicting the remaining useful life (RUL) of rolling bearings is crucial for ensuring optimal equipment operation and timely maintenance. …”
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Analysis of the main approaches to modeling management processes for special-purpose organizational and technical systems by A. V. Melnikov, A. A. Karavaev, A. O. Zheleznyakov

“…The considered approaches to modeling management processes for specialpurpose organizational and technical systems are a powerful tool for making informed and effective management decisions; they allow you to take into account many factors, conduct scenario analysis and optimize solutions, as well as use computers for more accurate and complex calculations.…”
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Exploring Task-Related EEG for Cross-Subject Early Alzheimer’s Disease Susceptibility Prediction in Middle-Aged Adults Using Multitaper Spectral Analysis by Ziyang Li, Hong Wang, Jianing Song, Jiale Gong

“…Electroencephalogram (EEG) data were collected from the Multi-Source Interference Task (MSIT) and Sternberg Memory Task (STMT). …”
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Exploring Biomass Waste-Derived Biochar as a Catalyst for Levulinic Acid Conversion to γ-Valerolactone: Insights into Synthesis, Characterization, and Catalytic Performance by Joao Carlos Alves Macedo, Maryam Shirinkar, Richard Landers, André Henrique Rosa

“…The gelification method using alginate enhanced the ruthenium and iron content on the surface of the biochar. …”
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Evolution and Attribution Analysis of Habitat Quality in China’s First Batch of National Parks by Pengyue Dai, Yanfang Wang, Jinhong Ye, Jing Chen, Runze Li, Xiping Cheng

“…Specifically, Wuyishan National Park exhibited the highest and most stable habitat quality index, while Three-River-Source National Park experienced significant improvement (+34.10%). …”
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Trends in electronic health record metadata use for management purposes by Nuo Xu, Ishwar Badwaik, Gunwoo Lee, Eric W. Ford

“…These trends are indicative of the growing importance of EHR metadata in management decision‐making, clinical quality improvement, and optimizing workforce efficiency. Conclusions EHR metadata holds great promise as a managerial and health service research source. …”
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Rooftop solar programme and citizens' perceptions for sustainable lifestyle: A study of Ahmedabad city, Gujarat by Shreya Dave, Venkat Ram Reddy Minampati, Parth Prajapati

“…The abundant solar energy source provides an immense scope to create ample opportunities to produce affordable and clean energy. …”
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Real-time fMRI pattern decoding and neurofeedback using FRIEND: an FSL-integrated BCI toolbox. by João R Sato, Rodrigo Basilio, Fernando F Paiva, Griselda J Garrido, Ivanei E Bramati, Patricia Bado, Fernanda Tovar-Moll, Roland Zahn, Jorge Moll

“…FRIEND delivers an intuitive graphic interface with flexible processing pipelines involving optimized procedures embedding widely validated packages, such as FSL and libSVM. …”
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Potential Use of Natural Zeolite and Green Shells in Biodiesel Production by Anggun Puspitarini Siswanto*, Intan Ardina Damayani

“…The adsorption process is carried out to reduce the FFA levels and acid numbers contained in waste cooking oil so that the transesterification reaction process can run optimally. Natural zeolite can be used as a good adsorbent to purify and lower the acid number of waste cooking oil. …”
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Religiosity and Social Support as Determinants of Self-Concept: A Case Study on Women Affected by Infidelity by Eva Fitria Yulianty, Siti Sekar Ayu Fadillah, S Zazirah, Yulina Eva Riany

“…Although religiosity does not instantly eliminate emotional pain, it serves as a significant source of strength, calm, and hope in the process of healing emotional wounds. …”
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Investigating associations between physical activity and presenteeism: a scoping review protocol by Valérie Hervieux, Caroline Biron, Justine Dima

“…In light of these issues, clarification through a scoping review of the literature on the subject is warranted.Method and analysis A search strategy will be conducted in six scientific databases: MEDLINE, CINAHL, PsycINFO, ABI Inform Global, Web of Science and Business Source Premier. …”
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Research Trends in the Application of Problem Based Learning Model in chemistry learning in Indonesia: A Systematic Literature Review by Muhammad Habib Ash Shiddiqi, Dyah Purwaningsih, Elma Pujiana

“… This study aims to analyze and map research trends on the application of the Problem-Based Learning (PBL) model in chemistry education in Indonesia using the systematic literature review (SLR) method. The study involved secondary data sourced from the SINTA database for publications between 2015 and 2024. …”
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Rewiring the seizing brain: stem cell grafts as neuromodulatory architects in epilepsy therapy by Zijie Wang, Yanan Ma, Xiqi Hu, Ying Xia

“…First, technical details such as the cell source, processing, method of transplantation, and timing have yet to be standardized, leading to potential variability in efficacy and safety across different stem cell types. …”
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Bayesian Network-Based Landslide Susceptibility Safe Route Assessment in the Face of Uncertain Knowledge and Various Information by Xinyu Gao, Bo Wang, Wen Dai, Yuanmin Liu

“…The BN model effectively integrates multi-source data and uncertainty knowledge to generate an accurate LSM, while the improved A* algorithm combines safety and efficiency considerations to optimize routes. …”
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From pregnancy to plate: understanding barriers and facilitators of fish consumption during complementary feeding by Metin Yigit, Beytullah Santaflioglu, Enes Kaan Kilic, Kaan Celebier, Furkan Kalayci

“…Abstract Background Fish is a crucial source of nutrients for early childhood development, yet various cultural and informational barriers hinder its adequate consumption. …”
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A comparison of the diagnostic capability of Kato-Katz and real-time PCR for the assessment of treatment efficacy of ivermectin and albendazole combination against T. trichiura inf... by Gabriela Matamoros, Ana Sanchez, Ruben Cimino, Alejandro Krolewiecki, Rojelio Mejia

“…<h4>Background</h4>Trichuris trichiura is humans' second most prevalent soil-transmitted helminth (STH) infection after Ascaris lumbricoides, affecting approximately 460 million people worldwide. Despite its sub-optimal sensitivity, especially in low prevalence and infection intensity settings, the modified Kato-Katz (K-K) is still recommended as a diagnostic method by the World Health organization (WHO) guidelines.…”
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