GeoGraphRAG: A graph-based retrieval-augmented generation approach for empowering large language models in automated geospatial modeling by Jianyuan Liang, Shuyang Hou, Haoyue Jiao, Yaxian Qing, Anqi Zhao, Zhangxiao Shen, Longgang Xiang, Huayi Wu

“…Geospatial modeling aims to integrate multiple geospatial data sources and geoprocessing functions based on user application demands to address complex geospatial challenges. …”
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Relaxation-exchange magnetic resonance imaging (REXI): a non-invasive imaging method for evaluating trans-barrier water exchange in the choroid plexus by Xuetao Wu, Qingping He, Yu Yin, Shuyuan Tan, Baogui Zhang, Weiyun Li, Yi-Cheng Hsu, Rong Xue, Ruiliang Bai

“…However, non-invasive imaging techniques to assess its function remain limited. This study was conducted to develop a novel, contrast-agent-free MRI technique, termed relaxation-exchange magnetic resonance imaging (REXI), for evaluating CP-CSF water transport, a potential biomarker of CP function. …”
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Improved image reconstruction from brain activity through automatic image captioning by Fatemeh Kalantari, Karim Faez, Hamidreza Amindavar, Soheila Nazari

“…Abstract Significant progress has been made in the field of image reconstruction using functional magnetic resonance imaging (fMRI). Certain investigations reconstructed images with visual information decoded from brain signals, yielding insufficient accuracy and quality. …”
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Lactic Acid Bacteria and Yeast Fermentation to Improve the Nutritional Value of <i>Ulva rigida</i> by Marta Brandão, Diogo J. Marques, Sofia Sousa, Marília Mateus, Helena M. Pinheiro, M. Manuela R. da Fonseca, Carla Pires, Maria Leonor Nunes, António Marques, M. Teresa Cesário

“…Given its abundance and nutrient-rich profile, the green macroalga <i>Ulva rigida</i> is a promising alternative protein source. However, the bioaccessibility of its proteins is hindered by an embedding matrix of ulvan, a gel-forming polysaccharide. …”
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High Variability in Human Sperm Membrane Potential over Time Can Limit Its Reliability as a Predictor in ART Outcomes by Tomás J. Steeman, Carolina Baro Graf, Analia G. Novero, Mariano G. Buffone, Dario Krapf

“…Sperm membrane potential (<i>E</i>m) hyperpolarization during capacitation is a functional hallmark of fertilizing ability and has been proposed as a predictive biomarker for conventional in vitro fertilization (IVF) success. …”
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Synthesis and Characterization of CaO-SiO₂ Heterogeneous Catalyst of Blood Cockle Shells and Coconut Fiber Ash for Biodiesel Production from Crude Palm Oil by Nurhayati Nurhayati, Muhdarina Muhdarina, Amilia Linggawati, Siti Saidah Siregar

“…Characterization included surface area (BET), crystallinity and crystal size (XRD), chemical composition (XRF), functional groups (FTIR), and acidity-basicity (pyridine adsorption and titration). …”
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Potential‐Dependent Kinetics and Reaction Pathways of Low‐Potential Furfural Electrooxidation with Anodic H2 Production by Zhaohui Wu, Guihao Liu, Ziheng Song, Yihang Hu, Tianqi Nie, Yu‐Fei Song

“…Herein, a series of oxide‐derived copper catalysts (OD‐Cu‐x, x represents electroreduction time) with distinct Cu0/Cu+ ratios and residual content of lattice oxygen are successfully constructed by tuning in‐situ electroreduction time. …”
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Analysis of damaging non-synonymous SNPs in GPx1 gene associated with the progression of diverse cancers through a comprehensive in silico approach by Muhammad Waleed Iqbal, Muhammad Shahab, Guojun Zheng, Xinxiao Sun, Qipeng Yuan, Khalid S. Almaary, Gezahign Fentahun Wondmie, Mohammed Bourhia

“…Their damaging effects on structure and function of the genes were evaluated by using different bioinformatics tools. …”
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Chronic stress in adulthood results in microvascular dysfunction and subsequent depressive-like behavior by Xiaochen Zhang, Yaru Wang, Song Xue, Li Gong, Jinglan Yan, Yuanjia Zheng, Xiaoyun Yang, Yujing Fan, Kuizhang Han, Yongjun Chen, Lin Yao

“…In this investigation, we assess vascular system function in three established animal models of depression— chronic unpredictable mild stress (CUMS), chronic social defeat stress (CSDS) and maternal separation (MS)—utilizing ultrasonography and laser Doppler measurement. …”
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An ensemble strategy for piRNA identification through hybrid moment-based feature modeling by Mansoor Ahmed Rasheed, Tamim Alkhalifah, Fahad Alturise, Yaser Daanial Khan

“…The proposed approaches show great potential for enhancing the accuracy of piRNA prediction, significantly aiding future research and the scientific community in the in-silico identification of piRNA. The source codes and datasets utilized in this study are accessible at https://github.com/MansoorAhmadRasheed/piRNA-codes-and-result .…”
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Integrative analysis of efferocytosis- and invasion-related genes as potential biomarkers and therapeutic targets in breast cancer by Jing Yang, Rong Zhang, Lamei Sun, Cong Wang, Ming Feng, Bin Su, Lixin Jiang

“…Abstract Breast cancer remains a primary source of cancer-related mortality among females worldwide. …”
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Producing mixed linked xylooligosaccharides from red algae biomass through single-step enzymatic hydrolysis by Michelle Teune, Christoph Suster, Yannick Wolf, Nils Michels, Henrieke Mieth, Thorben Döhler, Daniel Bartosik, Joris Krull, Jan-Hendrik Hehemann, Thomas Schweder, Christian Stanetty, Uwe T. Bornscheuer

“…Abstract Background The red alga Palmaria palmata is a rich source of sugar compounds, particularly mixed-linkage xylans present in the cell walls of the algae. …”
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Construction and Completion of the Knowledge Graph for Cow Estrus with the Association Rule Mining by Zhiwei Cheng, Luyu Ding, Cheng Peng, Helong Yu, Baozhu Yang, Ligen Yu, Qifeng Li

“…To uncover potential relationships within the graph, we applied and compared two association rule algorithms: FP-Growth and Apriori. We utilized Boolean functions derived from association rule learning to validate the ability of the rules to identify normal estrus. …”
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Stem cell therapy use in patients with dementia: a systematic review by Olivier Uwishema, Malak Ghezzawi, Magda Wojtara, Ignatius N Esene, Kehinde Obamiro

“…The application of SCT aims to restore cognitive functioning in people living with dementia. Beyond pre-clinical studies, several clinical trials have evaluated specific stem cell (SC) types for their efficacy in treating dementia. …”
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Ultrasound-Assisted Ferritin Extraction from Northern Pike Liver: An Innovative Approach for Chlorogenic Acid Encapsulation with Enhanced Thermal Stability by Zhikun Xing, Yi Wang, Yabo Wei, Xin Guo, Xiaoyue Liang, Xiaorong Deng, Lianfu Zhang, Jian Zhang

“…Homology modeling provided molecular insights into the ferritin architecture. Successful encapsulation of CA was achieved with an encapsulation efficiency of 13.25%, as quantified by HPLC. …”
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A semi-analytical model for flow regime diagnosis in multi-fractured horizontal wells within deep coalbed methane reservoirs by Chang-qing Liu, Zhao-biao Yang, He-qing Chen, Guo-xiao Zhou, Yu-hui Liang, Jun-yu Gu, Yu-qiang Wang, Cun-lei Li, Ben-ju Lu, Shuai-long Feng, Jia-nan Wang

“…In this study, a “dual-porosity and dual-phase” model, which incorporates free and adsorptive gas, coal quality and excess adsorption, has been proposed to better understand gas flow dynamics during extraction from deep coal seams with multi-fractured horizontal wells. Utilizing Laplace transformation and the Gaver-Stehfest numerical inversion method, combined with boundary elements and point-source functions, a semi-analytical solution is derived. …”
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Conversion of Kitchen Waste into Sustainable Fertilizers: Comparative Effectiveness of Biological, Microbial, and Thermal Treatments in a Ryegrass Growth Trial by Ksawery Kuligowski, Izabela Konkol, Lesław Świerczek, Adrian Woźniak, Adam Cenian

“…These treatments were tested in a ryegrass growth experiment in a glasshouse under warm conditions in northern Poland, with four successive harvests. Measurements included dry matter yield, N uptake, N utilization per hectare, and soil properties. …”
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Zein-Gum Arabic Loaded with Dihydromyricetin: Preparation and Analysis of Nanoparticles by Dawei CHANG, Jiayi CAO, Na REN, Huxuan WANG, Yujiao SUN, Wen SHEN, Sendi SARA

“…This study provides a theoretical foundation for the application of DMY in functional foods.…”
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A Bionic-Based Multi-Objective Optimization for a Compact HVAC System with Integrated Air Conditioning, Purification, and Humidification by He Li, Bozhi Yang, Xinyu Gu, Wen Xu, Xuan Liu

“…The humidification function utilizes a mist diffusion model optimized through the Slime Mold Algorithm (SMA) to enhance performance. …”
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GT-NMR: a novel graph transformer-based approach for accurate prediction of NMR chemical shifts by Haochen Chen, Tao Liang, Kai Tan, Anan Wu, Xin Lu

“…Therefore, while employing GT-NMR or other graph-based methods for the rapid and routine prediction of NMR chemical shifts, it is advisable to utilize nSPS to assess their suitability. The source codes and trained model of GT-NMR are publicly available at GitHub. …”
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