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Laurent GUERIN · Eric COLLET · Maryam ALASHOOR · Ricardo Guillermo TORRES RAMÍREZ · y 3 más
Photoinduced phase transitions have open a wide field of investigation for functional materials, where a single laser shot can drive a macroscopic phase transition, which may persist at room temperature. Usually, thermal phase transition on warming or photoinduced phase transition processes occur from a low symmetry to...
We propose a Weak-form Physics-Informed Neural Operator (WINO), a data-free framework that combines the efficiency of neural operators with the geometric flexibility of the $φ$-finite element method ($φ$-FEM). $φ$-FEM is an unfitted method that accommodates geometric variations without body-fitted meshes, where the dom...
Machine LearningFOS: Computer and information sciencesNumerical AnalysisFOS: Mathematics
Auzance, L. · Duplessis, M. · Laverroux, S. · Popova, M. · y 9 más
This study investigated the effects of diet composition on B-vitamin content in raw milk and cheese, and in yogurt produced therefrom. Forty cows were assigned to either a corn-based intensive or a semi-intensive grassland-based system. B-vitamins were quantified by liquid chromatography or chemiluminescence. Removing...
Hang Chen · Yuanquan Si · Qian Cheng · Qian Yu · y 7 más
Exosomes (EXOs) derived from the plasma of young individuals are believed to have the potential to ameliorate aging-related memory deficits. However, their specific roles and mechanisms in Alzheimer's disease (AD) therapy have not yet been systematically investigated. In this study, the rabies virus glycoprotein-target...
Heejeong Yoon · Dayoung Kim · Hye-Jin Jeong · Hohyeon Han · y 14 más
The extracellular matrix (ECM) plays a central role in regulating tumor progression and metastatic colonization by providing biochemical and mechanical signals that shape cancer cell fate. However, most organoid culture systems rely on basement membrane extracts that fail to reproduce the tissue-specific extracellular...
Jenny M. Nilsson · David Balgoma · Edvin Dedering Stephansson · Sofia Landström · y 4 más
The positional distribution of fatty acids in the glycerol of triacylglycerols (TGs) gives multiple regioisomeric and enantiomeric species with different absorption, metabolism and tissue distribution. This diversity is further enhanced by the positional isomers of double bonds in these fatty acids which present an ana...
We introduce stochastic physics-informed neural networks (SPINNs) for stochastic boundary-value problems (SBVPs) with random operators. The method enforces physics through a structural probabilistic coupling: a common Gaussian stochastic germ drives both the SBVP random operator and a manifold-based stochastic neural a...
Machine LearningStochastic physics-informed neural network (SPINN)Boundary-value problem with random operatorCompact boundaryless multiply connected manifolds
Multimodal graphs are gaining increasing attention due to their rich representational power and wide applicability, yet they introduce substantial challenges arising from severe modality confusion. To address this issue, we propose NSG (Node Splitting Graph)-MoE, a multimodal graph learning framework that integrates a...
Machine LearningFOS: Computer and information sciencesArtificial Intelligence (cs.AI)Artificial Intelligence
Mohammed AL MOSAWI · Oier BIKONDOA · Robert DAVIES · Asmaa HARFOUSH · y 1 más
Amelogenesis Imperfecta(AI) is a group of heterogeneous genetic disorders, which affects the genes responsible for enamel formation, which, in turn affect the development and quality of dental enamel. Subclassifications of AI include hypoplastic, hypomature or hypocalcified depending on the protein affected. The hypopl...
PaNhealth sciencesmedical and health sciencesMD-1442
The rise in the demand for cloud computing services has made it a thing of importance tomake its security and resilience an importance topic. Cloud computing offers substantialbenefits to its users: the ability to store and access massive amounts of data, on-demanddelivery of computing services, the capability to widel...
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