Equipment Maintenance Support Effectiveness Evaluation Based on Improved Generative Adversarial Network and Radial Basis Function Network by Zhen Li, Jianping Hao, Cuijuan Gao

“…It adds category constraint based on category probability vector reordering function to GAN loss function, avoids the simplification of generated sample categories, and enhances the quality of generated samples. …”
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Whole brain functional connectivity: Insights from next generation neural mass modelling incorporating electrical synapses. by Michael Forrester, Sammy Petros, Oliver Cattell, Yi Ming Lai, Reuben D O'Dea, Stamatios Sotiropoulos, Stephen Coombes

“…Here we demonstrate the ability of this new modelling framework, when combined with data from the Human Connectome Project, to generate patterns of functional connectivity (FC) of the type observed in both magnetoencephalography and functional magnetic resonance neuroimaging. …”
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Frequency-Voltage-var Function for Active Front-end VFD on Oil and Gas Platforms with Offshore Wind Generation by Kassiane de S. Medeiros, João Marcus S. Callegari, Lorrana F. da Rocha, Danilo I. Brandao

“…However, the increased generation at FPSO based on converter-interfaced energy decreases the system-equivalent inertia constant, which becomes more susceptible to frequency deviations. …”
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Tuning Ru/Ni sites in the perovskite-based precursor synthesis to make more efficient and durable dual-function materials for integrated CO2 capture and methanation by Jon A. Onrubia-Calvo, Beñat Pereda-Ayo, Unai De-La-Torre, José A. González-Marcos, Juan R. González-Velasco

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Spatially-Aware Loss Functions for GAN-Driven Super-Resolution by Xijun Wang, Santiago Lopez-Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos

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Analysis of gastric mucosa associated microbiota in functional dyspepsia using 16S rRNA gene next-generation sequencing by Noha Salah Soliman, May Sherif Soliman, Walied Elhossary, Amani Ali El-Kholy

“…There is a scarcity of data regarding the presence of gastric mucosa-associated dysbiosis in functional dyspepsia. The present study aimed to characterize the taxonomy and diversities of the microbiota in the gastric mucosa of patients with functional dyspepsia. …”
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Bayesian inference: more than Bayes’s theorem by Thomas J. Loredo, Robert L. Wolpert

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eidos: A modular approach to external function integration in LLMs by José F. Aldana-Martín, Antonio Benítez-Hidalgo, José F. Aldana-Montes

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Information and Life: Towards a Biological Understanding of Informational Phenomena by Pedro C. Marijuán

“…The variant in-formation spelling emphasizes that the cellular coupling among constitutive (proteomic), generative (genomic), and communicational (signaling) information genera produces a differentiated mode of existence, the living state, which is always in the making, perpetually in formation. …”
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Sensitivity Analysis of Distribution Network Reconfiguration Optimization for Electric Vehicle and Renewable Distributed Generator Integration by Mahmoud Ghofrani

“…To model the variability of wind and solar DGs, probability distribution functions (PDFs) are employed, which allow for a more accurate representation of their performance. …”
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Understanding acceptance and resistance toward generative AI technologies: a multi-theoretical framework integrating functional, risk, and sociolegal factors by Priyanka Shrivastava

“…Sociolegal factors emerged as critical mediators, mitigating the negative impact of perceived risks and reinforcing the positive effects of functional perceptions. The study responds to prior feedback by offering a more integrated theoretical framework, clearly articulating how TAM, PMT, and SET interact to shape user behavior. …”
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Storytelling, humour, and promotions: How social media marketing influences university students' green purchase intention by Jinchi Cai, Syuhaily Osman, Sharifah Azizah Haron, Wenqing Teng

“…Multivariate analysis of variance (MANOVA) was used to validate Study 1, analysis of variance (ANOVA) was used to validate Study 2, and PROCESS Model 4 was used to evaluate the mediation functions of attitude and conceptual fluency. The results indicate that firm-generated content (FGC) is more effective than user-generated content (UGC) in terms of university students' engagement - specifically liking (L), sharing (S), and commenting (C) - as well as in fostering green purchase intentions (GPI), particularly with firm-generated storytelling content (FGCS). …”
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And growth on form? How tissue expansion generates novel shapes, colours and enhance biological functions of Turing colour patterns of Eukaryotes. by Pierre Galipot

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A generative model for Gaia astrometric orbit catalogs: selection functions for binary stars, giant planets, and compact object companions by Kareem El-Badry, Casey Lam, Berry Holl, Jean-Louis Halbwachs, Hans-Walter Rix, Tsevi Mazeh, Sahar Shahaf

“…We populate a synthetic Milky Way model with binary stars and generate a mock catalog of astrometric orbits. The mock catalog is quite similar to the DR3 astrometric binary sample, suggesting that our selection function is a sensible approximation of reality. …”
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Modifying Parallel Excitations into One Framework for C(sp3)─H Bond Activation with Energy Combined More Than Two Photons by Qingbo Shen, Jiali Chen, Xu Jing, Chunying Duan

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circGPAcorr: an integrative tool for functional annotation of circular RNAs using expression data by Petr Ryšavý, Alikhan Anuarbekov, Michaela Dostálová Merkerová, Jiří Kléma

“…To address this issue, we propose an extended algorithm named circGPAcorr, which uses expression data to weight the interactions, resulting in more precise functional annotation. To assess the significance of the results, the p-value is calculated using reduction to circGPA, a generating-polynomial-based method. …”
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Adult Neuroplasticity: More Than 40 Years of Research by Eberhard Fuchs, Gabriele Flügge

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Association between sensitization to common fungi and severe asthma by Ziqiu Chen, Yu He, Huaien Bu

“…Subgroup analyses further revealed that Aspergillus (A. fumigatus) sensitization was more strongly linked to severe asthma risk in younger and male populations: ORs with 95% CIs were 2.55 (1.35–4.83) in the ≥40 years subgroup, 3.04 (1.01–9.12) in the <40 years subgroup, and 2.77 (1.16–6.62) in the female-majority subgroup.ConclusionIn this study, we quantified the risk of sensitization to distinct fungal genera/species, aiming to provide a scientific rationale for screening high-risk fungal sensitization, early detection of severe asthma risk, and personalized health management for patients.Systematic review registrationhttps://www.crd.york.ac.uk/PROSPERO/, identifier [CRD42024620737].…”
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Investigating the effect of loss functions on single-image GAN performance by Eyyup YİLDİZ, Mehmet Erkan YUKSEL, Selcuk SEVGEN

“…Loss functions are crucial in training generative adversarial networks (GANs) and shaping the resulting outputs. …”
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Do women prefer more complex music around ovulation? by Benjamin D Charlton, Piera Filippi, W Tecumseh Fitch

“…If so, women may be expected to show heightened preferences for more complex music when they are most fertile. Here, we used computer-generated musical pieces and ovulation predictor kits to test this hypothesis. …”
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