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Graph attention automatic encoder based on contrastive learning for domain recognition of spatial transcriptomics

With the aim of fully utilizing the available information for spatial domain recognition, we propose a deep learning-based method named GAAEST, which aims to uncover the hidden...

The GIAB genomic stratifications resource for human reference genomes

The GIAB stratification resource is a publicly available dataset for the human reference genome. Here we describe the extension of this resource to the CHM13 reference genome...

Application of spiral enhanced whale optimization algorithm in solving optimization problems

In the experiment, we selected several optimization algorithms, namely WOA, SWOA, EWOA, PSO, SCA, FOA, FA, MFO, and BA, to compare their performance in different dimensions (10,...

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Rat poison is ripping through the food chain, threatening predators at the very top

Rats thrive around humans, for good reason: They feed off crops and garbage and readily adapt to many settings, from farms to the world's...

Lifting the Veil of Journal Editing

Editors’ Vox is a blog from AGU’s Publications Department. Editorial boards are the lifeblood of scholarly journals. Editors and associate editors are key decision makers...

Unified framework for laser-induced transient bubble dynamics within microchannels

Figure 1A sketch of the experimental setup with representative images of bubble dynamics from inception to collapse—one oscillation cycle. X represents the bubble size...

Building a learnable universal coordinate system for single-cell atlas with a joint-VAE model

Overview of UniCoordWe developed UniCoord to learn key features that represent cellular heterogeneities from scRNA-seq data. We devised a specially tuned joint-VAE model to...

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