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Mathematics
  • "Knowledge and Data" Driven AIGC in Brain Image Computing for Alzheimer's Disease Analysis

    A research team led by Prof. WANG Shuqiang from the Shenzhen Institute of Advanced Technology of the Chinese Academy of Sciences introduced a Prior-Guided Adversarial Learning with Hypergraph (PALH) model for predicting abnormal connections in Alzheimer's disease.

    Jan 20, 2024
  • Artificial Intelligence Facilitates Tissue Substructure Identification from Spatial Resolved Transcriptomics

    A research team led by Prof. ZHANG Shihua from the Academy of Mathematics and Systems Science has proposed a new computational tool, STAGATE, to decipher tissue substructures from spatial resolved transcriptomics. The model uses artificial intelligence technology to integrate spatial location information and gene expression profile of spatial spots. In this algorithm, a graph attention autoencoder is introduced, with a graph attention mechanism in the middle hidden layer, which can learn the heterogeneous similarities between neighboring spots adaptively.

    Apr 02, 2022
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Physics
  • Dwarf Galaxy Clustering Challenges Standard Cold Dark Matter Paradigm

    A new study of diffuse dwarf galaxies is challenging the prevailing galaxy formation model within the standard Cold Dark Matter (CDM) framework, leading to a proposed new model of dark matter. Under the direction of Prof. WANG Huiyuan from the University of Science and Technology of China, the research team identified for the first time an exceptionally strong clustering pattern in diffuse dwarf galaxies.

    May 22, 2025
  • Astronomers Find Protoplanetary Disk Candidates in Galactic Center

    An international team of researchers from the Shanghai Astronomical Observatory, the Kavli Institute for Astronomy and Astrophysics at Peking University, and the University of Cologne, has conducted the most sensitive, highest-resolution, and most complete survey to date of three representative molecular clouds in the Milky Way’s Central Molecular Zone.

    May 22, 2025
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