July 14, 2025. More for You ...

Learn how to transform Power BI column charts into visually stunning tools with tips on conditional formatting, dynamic ...

Polynomial graph filter (PGF) is an important tool for processing the irregular data captured from various complex networks, so the design of PGF is studied in this paper. First, Legendre polynomials ...

A deep generative model based on a variational autoencoder (VAE), conditioned simultaneously by two target properties, is developed to inverse design stable magnetic materials. The structure of the ...

An innovative framework that leverages artificial intelligence (AI) and graph representation for semiconductor device encoding in TCAD device simulation is proposed. A graph-based universal encoding ...

Circles are beautiful. Their combination of symmetry and round edges recalls the shape of the Earth, the sun, the solar system, and even the cycle of life itself. No wonder they've appealed to artists ...

概要 デバイスのマルチスケール性に対処するsemantic device graphsを提案。LLMでそれぞれの要素のembeddingを生成し、GNNで処理。ノードは意味のある層に区切り、各層に材料ノードを配置することでデバイス全体の関係を表現。ペロブスカイト太陽電池で既存手法より高精度。 論文リンク https ...