Neural network distillation of orbital dependent density functional theory by Matija Medvidović, Jaylyn C. Umana, Iman Ahmadabadi, Domenico Di Sante, Johannes Flick, Angel Rubio

“…Functionals treated in this way are then called global density approximations and can be seamlessly integrated with existing DFT workflows. …”
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Emerging Trends in Microfluidic Biomaterials: From Functional Design to Applications by Jiaqi Lin, Lijuan Cui, Xiaokun Shi, Shuping Wu

“…This review focuses on the functional design and fabrication of organ-on-a-chip (OoAC) platforms via 3D bioprinting, explores the applications of biomaterials in drug delivery, cell culture, and tissue engineering, and evaluates the potential of microfluidic systems in advancing personalized healthcare. …”
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Scalable geometric learning with correlation-based functional brain networks by Kisung You, Yelim Lee, Hae-Jeong Park

“…Abstract Correlation matrices serve as fundamental representations of functional brain networks in neuroimaging. Conventional analyses often treat pairwise interactions independently within Euclidean space, neglecting the underlying geometry of correlation structures. …”
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Sustainable Innovations in Food Microbiology: Fermentation, Biocontrol, and Functional Foods by Amanda Priscila Silva Nascimento, Ana Novo Barros

“…The growing demand for more sustainable food systems has driven the development of solutions based on food microbiology, capable of integrating safety, functionality, and environmental responsibility. …”
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Synergistic Effect of Community Environment on Cognitive Function in Elderly People by Tao Shen, Ying Li, Man Zhang

“…However, most existing studies focus on single environmental attributes and rely on linear analytical methods, which fail to capture the complex and synergistic effects of community features. Guided by an integrated theoretical perspective on environmental psychology, aging, and cognitive health, this study examines how multiple community environmental factors jointly affect cognitive function in elderly people. …”
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Annotating protein functions via fusing multiple biological modalities by Wenjian Ma, Xiangpeng Bi, Huasen Jiang, Zhiqiang Wei, Shugang Zhang

“…Besides, we also present biological insights into the associations between those modalities and protein functions. This research provides a robust framework for integrating multimodal biological data, offering a scalable solution for protein function annotation, ultimately facilitating advancements in precision medicine and the discovery of novel therapeutic strategies.…”
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Hypergraph Analysis of Functional Brain Connectivity During Figurative Attention by Alexander N. Pisarchik, Natalia Peña Serrano, Walter Escalante Puente de la Vega, Rider Jaimes-Reátegui

“…This case study introduces a novel methodology for constructing both graphs and hypergraphs of functional brain connectivity during figurative attention tasks, where subjects interpret the ambiguous Necker cube illusion. …”
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FUNCTIONAL BEAM RESEARCH METHODS IN THE DIAGNOSIS OF ABNORMAL MOBILITY OF KIDNEY by A. G. Tonyan, A. S. Tatevosyan, A. A. Khalapyan, V. L. Medvedev, A. V. Pomortsev

“…Only ultrasound has the functionality, the ability to use polypositional.The purpose of the study. …”
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Beyond the genome: the role of functional markers in contemporary plant breeding by Tae-Chun Park, Tae-Chun Park, Pransiskudura Chamara Silva, Pransiskudura Chamara Silva, Thomas Lübberstedt, Thomas Lübberstedt, M. Paul Scott, M. Paul Scott

“…Functional markers (FMs) are derived from polymorphisms that confer phenotypic trait variation, making them powerful tools in plant breeding. …”
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Antibacterial microcins are ubiquitous and functionally diverse across bacterial communities by Jennifer K. Parker, Aaron L. Feller, Richard Gu, Simon Sanchez-Paiva, Bethany C. Perez, Angela C. O’Donnell, Wendi Deng, Rita M. Ousterhout, Sun-Young Kim, Claus O. Wilke, Bryan W. Davies

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Microbiota as Potential Functional Traits Facilitating Springtail Activity in Winter by Cao Hao, Bing Zhang, Pingting Guan, Zhijing Xie, Guoliang Xu, Donghui Wu, Ting‐Wen Chen

“…Overall, our study highlights the role of microbiota in shaping ecological success and adaptation of arthropods to extreme conditions, providing new perspectives for soil animal research by integrating microbial functional traits with the evolutionary context of microbe‐host interactions.…”
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Cataract Surgery in Elderly Patients: Impact on Life Quality and Functionality by Armando Rafael Milanés Armengol, Kattia Molina Castellanos, Inés Zamora Galindo, Alina González Díaz, Jorge Jackson Villalpando Rodríguez, Yisel María Mayo Saavedra

“…<br /> <strong>Objective:</strong> To assess the impact of cataract surgery on the functionality and life quality of the elderly. <strong><br />Methods:</strong> case series study of all elderly patients who attended Ophthalmology Consultation at the Integral Diagnostic Center Mesones in Bolivar, Anzoategui State, Venezuela, from February to November 2007 for cataract surgery and who met the inclusion criteria. …”
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CFD-FEM Analysis for Functionality Prediction of Multi-Gear Pumps by Olga Zharkevich, Olga Reshetnikova, Tatyana Nikonova, Alexandra Berg, Andrey Berg, Darkhan Zhunuspekov, Oxana Nurzhanova

“…The integrated model for assessing the functionality of a multi-gear pump contains a computational fluid dynamics analysis (CFD) model combined with a finite element method (FEM)-based strength model. …”
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Aluminum Scandium Nitride as a Functional Material at 1000 °C by Venkateswarlu Gaddam, Shaurya S. Dabas, Jinghan Gao, David J. Spry, Garrett Baucom, Nicholas G. Rudawski, Tete Yin, Ethan Angerhofer, Philip G. Neudeck, Honggyu Kim, Philip X.‐L. Feng, Mark Sheplak, Roozbeh Tabrizian

“…This study investigates the behavior of Al0.7Sc0.3N thin films in extreme thermal environments, demonstrating functional stability up to 1000 °C, making it suitable for use in aerospace, hypersonics, deep‐well, and nuclear reactor systems. …”
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Functionalized Polymeric Microneedles for Transdermal Delivery of Ovalbumin Protein Antigen by Yi Liu, Feng Tan, Decheng Zhao, Liwen Zhang, Nianni Zhang, Chengwei Bai, Ziyang Guo, Xiongjian Guan, Guanyu Chen

“…This study aimed to develop a dual-functional, dissolvable microneedle system loaded with β-glucan and fucoidan in a hyaluronic acid matrix to achieve transdermal immunomodulation and reactive oxygen species (ROS) regulation, exploring its potential in inflammatory disease management and antigen delivery. …”
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Functions and specificity of metaphorical complexes in D. Kehlmann’s novel «Tyll» by V. S. Sudareva

“…The article is devoted to the analysis of the linguistic representation and functional features of the metaphorical complexes death and movement in the German-language novel discourse. …”
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Integrins in disguise – mechanosensors in Saccharomyces cerevisiae as functional integrin analogues by Tarek Elhasi, Anders Blomberg

“…However, we here emphasise that the WSC-type (Wsc1, Wsc2, and Wsc3) and the MID-type (Mid2 and Mtl1) mechanosensors in yeast act as partial functional integrin analogues. Various environmental cues recognised by these mechanosensors are transmitted by a conserved signal transduction cascade commonly referred to as the PKC1-SLT1 cell wall integrity (CWI) pathway. …”
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Functionalized extracellular vesicles of mesenchymal stem cells for regenerative medicine by Donghyeon Yoo, Se Young Jung, Dabin Go, Ji Yeong Park, Dong Gil You, Won-Kyo Jung, Yuce Li, Jianxun Ding, Jae Hyung Park, Wooram Um

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Restoration of Hardware Function of Spectral Colorimeters Using Regularization Methods by M. A. Radjabova, B. I. Eshmatova, N. K. Babanazarova

“…Since the actual hardware function of the device usually differs from the Gaussian curve, the use of hardware functions in the form of analytical dependencies does not always give the desired result, and for experimental methods, special equipment with a quasi-monochromatic radiation source is required. …”
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Innovative Dual-Functional Photocatalyst Design for Precision Water Remediation by Yike Li, Xian Liu

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