Diffusion-Shock PDEs for Deep Learning on Position-Orientation Space. [PDF]
Sherry FM, Schaefer K, Duits R.
europepmc +1 more source
Two‐Dimensional Heterostructures: From Controlled Synthesis to Post‐Moore Device Applications
This schematic summarizes four typical configurations of two‐dimensional (2D) heterostructures. It also demonstrates their core applications in high‐performance logic transistors, neuromorphic computing, ultra‐broadband photodetection, and multifunctional integrated devices, visually illustrating the diverse development prospects of 2D heterostructures
Jianing Xie +3 more
wiley +1 more source
Quaternionic response geometry for proteins: toward a noncommutative theory of ordered deformations. [PDF]
Chen X +8 more
europepmc +1 more source
By shifting from highly variable taxonomic abundance to conserved ecological network topologies, our Dual‐Stream Graph Attention Network (DS‐GAT‐CP) resolves the “abundance paradox,” enabling highly accurate and cross‐regionally robust non‐invasive screening for Type 2 Diabetes. ABSTRACT Gut microbiome‐based machine learning models for Type 2 Diabetes (
Changjian Wu +4 more
wiley +1 more source
Generative Protein Design: From Deep Learning Algorithms to Translational Applications. [PDF]
Luo S, Zhou B.
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Benchmarking gut microbiome indices within and across populations
We compared 10 widely used gut microbiome indices in 12,561 American Gut Project participants and 10 external cohorts, testing how well each distinguished people with healthy lifestyles, responded to 79 environmental factors, and associated with 14 chronic conditions. No single index performed best on all three tasks.
Yu Sun +6 more
wiley +1 more source
Beyond minutes played: Rotation architecture as a persistent club-level signature in elite basketball. [PDF]
Sampaio J +3 more
europepmc +1 more source
Tissue Clearing for Lymph Nodes: 3D Mapping of Nerves and the Immune Microenvironment
ABSTRACT Lymph nodes (LNs) are central hubs of adaptive immunity and key relay sites for metastatic tumour cells. However, conventional two‐dimensional histology samples only a small fraction of each node, potentially missing micrometastases and multifocal involvement while obscuring long‐range spatial relationships among tumour deposits, immune ...
Guang‐Hong Su +7 more
wiley +1 more source
Neural implicit heart coordinates: 3D cardiac shape reconstruction from sparse segmentations. [PDF]
Muffoletto M +10 more
europepmc +1 more source
Revisiting Volterra defects: geometrical relation between edge dislocations and wedge disclinations. [PDF]
Kobayashi S, Takemasa K, Tarumi R.
europepmc +1 more source

