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Full-optical photoacoustic imaging using speckle analysis and resolution enhancement by orthogonal pump patterns projection
This paper presents an approach for achieving full optical photoacoustic imaging with enhanced resolution utilizing speckle pattern analysis. The...
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Convolutional MLP orthogonal fusion of multiscale features for visual place recognition
Visual place recognition (VPR) involves obtaining robust image descriptors to cope with differences in camera viewpoints and drastic external...
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Hybrid autoencoder with orthogonal latent space for robust population structure inference
Analysis of population structure and genomic ancestry remains an important topic in human genetics and bioinformatics. Commonly used methods require...
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Differential privacy protection algorithm for network sensitive information based on singular value decomposition
In order to reduce the risk of data privacy disclosure and improve the effect of information privacy protection, a differential privacy protection...
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Robust projection of East Asian summer monsoon rainfall based on dynamical modes of variability
The Asian monsoon provides the freshwater that a large population in Asia depends on, but how anthropogenic climate warming may alter this key water...
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Near-field projection optical microscope (NPOM) as a new approach to nanoscale super-resolved imaging
A new super-resolution method, entitled Near-field Projection Optical Microscopy (NPOM), is presented. This novel technique enables the imaging of...
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Nonstationary signal extraction based on BatOMP sparse decomposition technique
Sparse decomposition technique is a new method for nonstationary signal extraction in a noise background. To solve the problem of accuracy and...
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Construction of a reduced-order model based on tensor decomposition and its application to airbag deployment simulations
We present a construction method for reduced-order models (ROMs) to explore alternatives to numerical simulations. The proposed method can...
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Urban spatial structures from human flow by Hodge–Kodaira decomposition
Human flow in cities indicates social activity and can reveal urban spatial structures based on human behaviours for relevant applications. Scalar...
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Frame localisation optical projection tomography
We present a tomographic reconstruction algorithm (flOPT), which is applied to Optical Projection Tomography (OPT) images, that is robust to...
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A tensor decomposition-based integrated analysis applicable to multiple gene expression profiles without sample matching
The integrated analysis of multiple gene expression profiles previously measured in distinct studies is problematic since missing both sample matches...
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VpROM: a novel variational autoencoder-boosted reduced order model for the treatment of parametric dependencies in nonlinear systems
Reduced Order Models (ROMs) are of considerable importance in many areas of engineering in which computational time presents difficulties....
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Single-shot detection of 8 unique monochrome fringe patterns representing 4 distinct directions via multispectral fringe projection profilometry
Spatial resolution in three-dimensional fringe projection profilometry is determined in large part by the number and spacing of fringes projected...
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A phylogenetically-conserved axis of thalamocortical connectivity in the human brain
The thalamus enables key sensory, motor, emotive, and cognitive processes via connections to the cortex. These projection patterns are traditionally...
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β-Variational autoencoders and transformers for reduced-order modelling of fluid flows
Variational autoencoder architectures have the potential to develop reduced-order models for chaotic fluid flows. We propose a method for learning...
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Parallel residual projection: a new paradigm for solving linear inverse problems
A grand challenge to solve a large-scale linear inverse problem (LIP) is to retain computational efficiency and accuracy regardless of the growth of...
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Towards establishing a fungal economics spectrum in soil saprobic fungi
Trait-based frameworks are promising tools to understand the functional consequences of community shifts in response to environmental change. The...
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Warming and leaf litter functional diversity, not litter quality, drive decomposition in a freshwater ecosystem
Environment, litter composition and decomposer community are known to be the main drivers of litter decomposition in aquatic ecosystems. However, it...
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Continuous multiplexed population representations of task context in the mouse primary visual cortex
Effective task execution requires the representation of multiple task-related variables that determine how stimuli lead to correct responses. Even...
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Decoupling the electronic and geometric effects of Pt catalysts in selective hydrogenation reaction
Decoupling the electronic and geometric effects has been a long cherished goal for heterogeneous catalysis due to their tangled relationship. Here, a...