New fixed points of mixed monotone operators with applications to nonlinear integral equations. [PDF]
PLoS OneXu S, Han Y, Lin S, Zhou G.
europepmc +1 more source
Jordan Decomposition for WBV-functions in Ordered Normed Spaces
In this paper, we define two relations one by orthogonality in vector lattices named as strong relation and the other by bounded linear functionals in normed spaces named as weak relation. It turns out that strong relation is an equivalence relation. We study some of the characterizations of these relations.
openaire +2 more sources
Deep Learning‐Assisted Coherent Raman Scattering Microscopy
Advanced Intelligent Discovery, EarlyView.The analytical capabilities of coherent Raman scattering microscopy are augmented through deep learning integration. This synergistic paradigm improves fundamental performance via denoising, deconvolution, and hyperspectral unmixing. Concurrently, it enhances downstream image analysis including subcellular localization, virtual staining, and clinical ...
Jianlin Liu +4 more
wiley +1 more source
How perceived environmental quality influences physical activity in urban green spaces? A moderated mediation model. [PDF]
Front Public HealthZhang P +5 more
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On Normed Spaces and Modulared Semi-ordered Linear Spaces
On Normed Spaces and Modulared Semi-ordered Linear Spacesapplication ...
openaire
Advanced Intelligent Discovery, EarlyView.Automated procedural analysis is recognized as one of the major game changers for robotic surgery. Meaning digital analysis needs to replace the manual assessments that set todays standard. Mechanical robotic‐instrument tracking enables the derivation of quantitative kinematic metrics that support behavior‐based workflow segmentation into distinct ...
Kateryna Pirkovets +4 more
wiley +1 more source
Learning Crystallographic Disorder: Bridging Prediction and Experiment in Materials Discovery. [PDF]
Adv MaterJakob KS, Walsh A, Reuter K, Margraf JT.
europepmc +1 more source
On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions. [PDF]
Front Artif Intell, 2022 Conti F, Frosini P, Quercioli N.
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Riemannian Geometry for the Classification of Brain States with Intracortical Brain Recordings
Advanced Intelligent Systems, EarlyView.Geometric machine learning is applied to decode brain states from invasive intracortical neural recordings, extending Riemannian methods to the invasive regime where data is scarcer and less stationary. A Minimum Distance to Mean classifier on covariance manifolds uses geodesic distances to outperform convolutional neural networks while reducing ...
Arnau Marin‐Llobet +9 more
wiley +1 more source
T-Fuzzy Structure on JU-Algebra. [PDF]
F1000ResHunie Gelaw S, Alaba BA, Taye MA.
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