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材料版AlphaFold来了！40个工业任务全方位SOTA，AI4S迎来行业大突破
材料领域迎来“AlphaFold时刻”：40个工业任务全面超越，AI4S获重大突破。
叠加LLM“训练buff”，材料AI终于学会了“物理直觉”
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Innovative Silicosis and Pneumonia Classification: Leveraging Graph Transformer Post-hoc Modeling and Ensemble Techniques
提出图Transformer后验建模与集成技术，实现矽肺和肺炎的精准分类，并发布新胸部X光数据集SVBCX。
arXiv:2501.00520v2 Announce Type: replace-cross Abstract: This paper presents a comprehensive study on the classification and detection of Silicosis-r…
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Gaussian Relational Graph Transformer
提出GelGT模型，用高斯机制突破传统消息传递局限，同步建模结构、语义与时间信息
arXiv:2605.15575v1 Announce Type: new Abstract: Relational graph learning models relational databases as graphs and has demonstrated superior performa…