Conserved cross-domain protein-to-mRNA ratios enable proteome prediction in microbes by Mengshi Zhang, Changyi Zhang, Anayancy Ramos, Rachel J. Whitaker, Marvin Whiteley

“…This cross-domain framework enables more accurate functional inference in microbiomes without requiring organism-specific proteomic data, offering a powerful new tool for microbial ecology, systems biology, and functional genomics.IMPORTANCEDeciphering the biology of natural microbial communities is limited by the lack of functional data. …”
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Using GNN property predictors as molecule generators by Félix Therrien, Edward H. Sargent, Oleksandr Voznyy

“…Our approach hits target properties with rates comparable to or better than state-of-the-art generative models while consistently generating more diverse molecules. …”
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Integrating quantum synchronization in future generation networks by Swaraj Shekhar Nande, Muhammad Idham Habibie, Milad Ghadimi, Andrea Garbugli, Koteswararao Kondepu, Riccardo Bassoli, Frank H. P. Fitzek

“…Thus, having accurate and dependable time synchronization is of utmost importance and plays a critical role in ensuring that all processes function smoothly and effectively. However, existing standards, such as the precision time protocol, are unreliable due to jitters, datagram losses, and complexity. …”
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Dynamic experiences generated by sensory features through smart material driven design by Marta González-Colominas

“…They characterize the physical world and generate a continuous flow of sensory interactions. …”
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Insights into the Pyrolysis Properties of Environmentally Friendly PMVE/N₂ Gas Mixtures: A Collaborative Analysis Based on Density Functional Theory and Reaction Kinetic... by Haibo Dong, Haonan Chu, Yunhao Liu, Shicheng Liu, Wenyu Ye, Jiaming Yan

“…When mixed with N₂, PMVE not only decreases the liquefaction temperature but also enhances insulation performance, making the gas mixture more suitable for engineering applications. In this study, reactive molecular dynamics (ReaxFF-MD) and density functional theory (DFT) calculations were combined to investigate the influence of temperature on the decomposition characteristics of a PMVE/N₂ mixture. …”
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The inhibition effect and mechanism of typical hydrocolloids on the formation of heterocyclic amines: A study based on quantum chemical computation analysis by Tiantian Huang, Pin Jiang, Tao Li, Guangyu Li, Yuyu He, Yuezheng Kuang, Yijie Wang

“…Frontier orbital and density functional theory analysis revealed that carrageenan had the lowest HOMO-LUMO energy gaps, ionization potential, highest nucleophilic index, chemical potential, and was more likely to react with free radicals. …”
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High reactivity of H2O vapor on GaN surfaces by Masatomo Sumiya, Masato Sumita, Yasutaka Tsuda, Tetsuya Sakamoto, Liwen Sang, Yoshitomo Harada, Akitaka Yoshigoe

“…In the atomic layer deposition process of the Al2O3 layer using H2O vapor, the reactions caused at the interface were more remarkable for p-GaN. If unintentional oxidation can be resulted in the generation of the defects at the MOS interface, these results suggest that oxidant gases other than H2O and O2 should be used to avoid uncontrollable oxidation on GaN surfaces.…”
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The Interplay Between Visual Traits and Forest in Bumblebee Communities Across Sweden by Pierre Tichit, Liam Kendall, Peter Olsson, Gavin Taylor, Christoph Rau, Paul Caplat, Henrik G. Smith, Emily Baird

“…Despite widespread attention to interactions between functional traits and community responses to environmental changes, the importance of sensory traits has received little attention. …”
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Effective antistress ligands lithium new generation by K. S. Ostrenko, V. A. Galochkin, O. A. Gromova, V. V. Rastashanskii, I. Yu. Torshin

“…The state of chronic stress caused by various exogenous factors, is always accompanied by a state of excitation in the Central nervous system, neurodegenerative disorder of body functions, impairment of metabolic and physiological processes, immune abnormalities. …”
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Polyhydroxyalkanoate production during electroactive biofilm formation and stabilization in wetland microbial fuel cells for petroleum hydrocarbon bioconversion by Lanmei Zhao, Mengxue Sun, Can Lyu, Long Meng, Jian Liu, Bo Wang

“…The maximum PHA content of 0.664 g g⁻1 DCW achieved highlighted the dual functionality of WMFCs in bioelectricity production and PHA biosynthesis, distinguishing it from conventional MFC applications. …”
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Simulation study on global migration of locally generated impurity in JT-60U by Ryuichi Sano, Tomohide Nakano, Shohei Yamoto

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For a Semiotic Approach to Generative Image AI by Enzo D'Armenio, Maria Giulia Dondero, Adrien Deliège, Alessandro Sarti

“…This article analyzes the semiotic functioning of Midjourney and DALL•E, two generative AI models capable of producing images out of natural language prompts. …”
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Designing a model of effective marketing capabilities based on communication by Yoones Banisaeed, Ghanbar Amirnejad, Morteza mousakhani, Leila Andervazh

“…The results of the research showed that after core and optional coding and creation of main and sub-categories, six dimensions of effective marketing capabilities based on communication were identified, i.e. strategic capabilities, operational capabilities, functional capabilities, internal capabilities of the company, and external capabilities and communication as dimensions of effective marketing capability methods based on communication. …”
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Graded Finiteness of Persian Complement Clauses Based on Landau's Minimalist view and Givon's Functionalist Approach by Foroozandeh Zardashti, Bahram Modarresi, Mohammad Mehdi Esmaaili

“…First, previous research, largely based on early generative grammar frameworks, has not accounted for recent theoretical developments, such as minimalism, and secondly, none of these studies have examined the finiteness of complement clauses as a graded grammatical concept, especially from the viewpoints of the Minimalist Program and functionalism in Persian.This study investigates the concept of finiteness and tense within Landau’s (2006) and Givón’s (1980) frameworks. …”
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Rough-and-Refine Model for Scene Graph Generation by Li Junliang, Lv Shirong, Li Wei

“…Each feedforward neural network consists of two perceptrons with ReLU activation functions and a linear projection layer, facilitating both category classification and bounding box regression.Results and DiscussionsTo evaluate the performance of RRM in the scene graph generation task, we employed several commonly used metrics in this research domain: Recall@K (R@K) and Mean Recall@K (mR@K). …”
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Nano/Micro-Enabled Modification and Innovation of Conventional Adjuvants for Next-Generation Vaccines by Xingchi Liu, Xu Yang, Lu Tao, Xuanchen Li, Guoqiang Chen, Qi Liu

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Combustion products of burn pit constituents induce more changes in asthmatic than non-asthmatic murine lungs by Lanazha Belfield-Simpson, Jessica R. Martin, Matthew K. McPeek, Alessandra Livraghi-Butrico, Hong Dang, Yong Ho Kim, M. Ian Gilmour, Claire M. Doerschuk

“…Mild asthma (persistent or intermittent symptoms of asthma but no change in pulmonary function tests) is found among military personnel. …”
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The transcription factor MAZR preferentially acts as a transcriptional repressor in mast cells and plays a minor role in the regulation of effector functions in response to FcεRI s... by Anastasia Abramova, Shinya Sakaguchi, Alexandra Schebesta, Hammad Hassan, Nicole Boucheron, Peter Valent, Axel Roers, Wilfried Ellmeier

“…Previous studies implicated the transcription factor MAZR in the regulation of mast cell function. To study the role of MAZR in mast cells, we generated a conditional Mazr allele and crossed Mazr (F/F) mice with the Vav-iCre deleter strain, which is active in all hematopoietic cells. …”
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Robust phylogenetic profile clustering for Saccharomyces cerevisiae proteins by Paul M. Harrison

“…Conclusions For individual proteins, the profile cluster data generated here are useful for investigating experimental hypotheses, since they provide evidence for functional linkages that have yet to be discerned.…”
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Engagement strategies in human-written and AI-generated academic essays: A corpus-based study by Sharif Alghazo, Ghaleb Rabab'ah, Dina Abdel Salam El-Dakhs, Ayah Mustafa

“…Based on an appraisal theory framework, this corpus-based study explores the use and functions of engagement strategies in human-written and AI-generated academic essays. …”
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