Spacecraft Intelligent Fault Diagnosis under Variable Working Conditions via Wasserstein Distance-Based Deep Adversarial Transfer Learning by Gang Xiang, Kun Tian

“…Moreover, an improved one-dimensional convolutional neural network- (CNN-) based feature extractor which utilizes exponential linear units (ELU) as activation functions and wide kernels is designed to automatically extract the latent features of raw time-series input data. …”
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Freeze-Drying for the Reduction of Fruit and Vegetable Chain Losses: A Sustainable Solution to Produce Potential Health-Promoting Food Applications by Dario Donno, Giovanna Neirotti, Annachiara Fioccardi, Zoarilala Rinah Razafindrakoto, Nantenaina Tombozara, Maria Gabriella Mellano, Gabriele Loris Beccaro, Giovanni Gamba

“…This study showed that the utilization of crop remains can potentially lead to the development of new functional foods, providing additional economic benefits for farmers. …”
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Editorial by Teddy Surya Gunawan

“…Contributions on flexible antenna designs, mobile applications for dyslexic learners, and modified grey relational analysis further showcase how electronics and AI are increasingly embedded in daily societal functions. In Materials and Manufacturing Engineering, the research on MSW-derived biochar for iron production and voltage-induced void formation in boiler tubes exemplifies innovation in resource utilization and reliability of industrial systems. …”
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AI-powered literature search: some observations and concerns by Farooq Azam Rathore, Fareeha Farooq

“…This raises questions about the data sources utilized by these AI tools and the overall reliability of their outputs. …”
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Assessing dynamic brain activity during verbal associative learning using MEG/fMRI co-processing by Sangeeta Nair, Jerzy P. Szaflarski, Yingying Wang, Diana Pizarro, Jeffrey F. Killen, Jane B. Allendorfer

“…Background: The abilities of individual neuroimaging methods to resolve spatial and temporal contributions of brain regions during cognitive processes are limited. Co-processing of functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) may overcome some of the limitations by utilizing Multiple Sparse Priors (MSP) in a Bayesian framework that takes advantage of the temporal resolution of MEG and spatial resolution of fMRI. …”
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Exploring the Impact of Built Environment Development on Activity Patterns of Public Open Space: The Case of Alun-alun Batu by Cantya Paramita Marhendra

“…The built environment's consistent development influences individual and community experiences, influenced by variations in spatial functions and designs within the area. This has also affected the quality of urban space, particularly in Alun-alun Batu, where shifts in social activities can alter community interactions and the utilization of its space. …”
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Realizing depth measurement and edge detection based on a single metasurface by Yang Siwen, Wei Qunshuo, Zhao Ruizhe, Li Xin, Zhang Xue, Li Yao, Li Junjie, Jing Xiaoli, Li Xiaowei, Wang Yongtian, Huang Lingling

“…Here, we design and experimentally validate a single geometric metasurface that can achieve depth measurement or edge detection under incoherent or coherent light respectively. Double helix point source function is utilized, and three verification experiments are carried out, including double-helix beam calibration, 2D object and 3D object detection, respectively. …”
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Changes in potential pathogenicity-associated proteins of Helicobacter cinaedi upon infection of macrophage cells by A. K. Voronina, B. A. Efimov, B. A. Efimov, M. V. Malakhova, P. V. Shnaider, O. M. Ivanova, M. Bogomiakova, V. O. Shender, V. O. Shender, M. A. Lagarkova, G. P. Arapidi, G. P. Arapidi, G. P. Arapidi

“…Beyond known virulence factors (HcaA, Cdt, AhpC), we identified poorly characterized proteins with toxic or immunomodulatory functions. Notably, some upregulated proteins enable cholesterol utilization as a carbon source, while others may participate in a toxin injection mechanism disrupting host cell metabolism—potentially linked to foam cell formation.ConclusionOur findings provide new insights into H. cinaedi pathogenicity, highlighting previously unexplored virulence mechanisms. …”
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Causal relationship between breast cancer and acute myeloid leukemia based on two-sample bidirectional Mendelian randomization and transcriptome overlap analysis by Xin’an Pan, Cuihan Huang, Xinyi Bai, Fei Li

“…Additionally, we applied the Bayesian Weighted Mendelian Randomization (BWMR) approach to validate the results of the MR analysis. Subsequently, we utilized RNA-seq data from various sources to explore the potential molecular signaling pathways between breast cancer and AML. …”
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Exploring the ϕ-α interaction via femtoscopic study by Faisal Etminan

“…The numerical results show that the correlation functions at small source size (high density nuclear medium) depend on the employed potential model. …”
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Harnessing greylag goose optimization for efficient MPPT and seven-level inverter in renewable energy systems by K. Rajaram, R. Kannan

“…Owing to the significant increase in energy consumption, contemporary power systems are transitioning to a new standard characterized by enhanced access to renewable energy sources (RESs). RESs require interfaces to regulate the power generation. …”
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Designing a new tomato leaf disease classification framework using ran-based adaptive fuzzy c-means with heuristic algorithm model by Kanti Rongali Divya, Rao Gottapu Sasibhushana, Aruna Singam

“…The images related to tomato leaves are aggregated in the initial phase through online sources. Then, the images are forwarded to the pre-processing phase. …”
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By-Products Valorization: Peptide Fractions from Milk Permeate Exert Antioxidant Activity in Cellular and In Vivo Models by Valeria Scalcon, Federico Fiorese, Marica Albanesi, Alessandra Folda, Gianfranco Betti, Marco Bellamio, Emiliano Feller, Claudia Lodovichi, Giorgio Arrigoni, Oriano Marin, Maria Pia Rigobello

“…Altogether, the results unveil novel recovery strategies for food by-products as sources of antioxidant bioactive peptides that might be utilized for the development of functional foods.…”
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Weighting Optimization for Fuel Cell Hybrid Vehicles: Lifetime-Conscious Component Sizing and Energy Management by Xuanyu Xiao, Chen Shu, Huaiwei Dong, Yujun Tang, Jinfeng Feng, Hao Yuan, Shuzhan Bai, Sipeng Zhu, Guoxiang Li

“…Additionally, the battery price affects the weighting factor, indicating that future reductions in power source costs will shift focus away from system durability to fuel economy in FCHV optimization. …”
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An Improved Rule-Based Energy Management System: Effective Solution to Achieve Collaborative Control of Batteries in Multi-Prosumers Community Microgrid by Jiawei Huang, Chengxiong Mao, Bin Liu, Dan Wang, Rui Gao, Bo Gu

“…The integration of renewable energy sources into community microgrids is increasingly critical for reducing reliance on utility grids and promoting local energy consumption. …”
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Parent–Child Adaptive Responses for Digital Resilience by John P. Ziker, Jerry Alan Fails, Kendall House, Jessi Boyer, Michael Wendell, Hollie Abele, Letizia Maukar, Kayla Ramirez

“…Life history theory informs our approach to the development of parental control software that favors skill building and encourages parent–child discussions supporting child executive function and resilience to risks.…”
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KnowVID-19: A Knowledge-Based System to Extract Targeted COVID-19 Information from Online Medical Repositories by Muzzamil Aziz, Ioana Popa, Amjad Zia, Andreas Fischer, Sabih Ahmed Khan, Amirreza Fazely Hamedani, Abdul R. Asif

“…We present KnowVID-19, a knowledge-based system that assists medical researchers and scientists in extracting targeted information quickly and efficiently from online medical literature repositories, such as PubMed, PubMed Central, and other biomedical sources. The system utilizes various open-source machine learning tools, such as GROBID, S2ORC, and BioC to streamline the processes of data extraction and data mining. …”
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Engineered hybrid cell membrane nanosystems for treating cardiovascular diseases by He Lu, Yaohui Jiang, Rui Luo, Dexing Zhou, Feihu Zheng, Liran Shi, He Zhang, Yong Wang, Xiaodong Xu, Renfang Zou, Yujing Zhou, Shuai Ren, Xiaocheng Wang, Haiqiang Sang

“…A significant benefit associated with this technology lies in its capacity to retain the functional and intrinsic properties of the source cells. …”
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Interactions of silicon and arbuscular mycorrhizal fungi on phosphorus uptake during rice vegetative growth by Li-Xue Qiu, Dong-Xing Guan, Yi-Wen Liu, Yu Luo, H. Henry Teng, Yakov Kuzyakov, Lena Q. Ma

“…This could strengthen cooperation between AMF and PSB, as AMF mycelial secretions provide easily available carbon sources for PSB, and PSB dissolved insoluble P forms for AMF uptake. …”
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Energy security assessment in rural communities in Brazil: A contribution to public policies by Wesly Jean, Marcel Bursztyn, Elton S. Oliveira, Júlia Lopes, Guadalupe Sátiro, Saulo Rodrigues Filho, Diego Lindoso, Juliana Dalboni Rocha, Nelson Bernal, Daniela Nogueira

“…Additionally, QGIS software was utilized to create thematic maps by categorizing defined classes and using the raster calculator function. …”
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