2025-12-26-8_articles_updated

期刊: Nature Communications

标题: 乳腺癌转移和正常组织死后样本中抗体-药物偶联物靶点的表达

英文标题: Expression of antibody-drug conjugate targets in post-mortem samples of breast cancer metastases and normal tissue

链接: https://www.nature.com/articles/s41467-025-67840-z

期刊: Nature Communications

标题: 基于机器学习的动力学匹配模型，用于水系锌离子电池的理性电极设计

英文标题: Machine learning-assisted kinetic matching model for rational electrode design in aqueous zinc-ion batteries

链接: https://www.nature.com/articles/s41467-025-67996-8

期刊: cs.LG updates on arXiv.org

标题: 面向使用机器学习和关联规则挖掘预测和解释基于图组合优化问题难度的通用框架

英文标题: Towards a General Framework for Predicting and Explaining the Hardness of Graph-based Combinatorial Optimization Problems using Machine Learning and Association Rule Mining

链接: https://arxiv.org/abs/2512.20915

期刊: cs.LG updates on arXiv.org

标题: ReACT-Drug：基于反应模板的强化学习用于从头药物设计

英文标题: ReACT-Drug: Reaction-Template Guided Reinforcement Learning for de novo Drug Design

链接: https://arxiv.org/abs/2512.20958

期刊: cs.LG updates on arXiv.org

标题: 深度学习系统的分析及变分稳定性

英文标题: Analytic and Variational Stability of Deep Learning Systems

链接: https://arxiv.org/abs/2512.21208

期刊: cs.LG updates on arXiv.org

标题: 基于元启发式组装和目标驱动过滤的AML转录组条件个性化新药生成

英文标题: Transcriptome-Conditioned Personalized De Novo Drug Generation for AML Using Metaheuristic Assembly and Target-Driven Filtering

链接: https://arxiv.org/abs/2512.21301

期刊: cs.LG updates on arXiv.org

标题: 显式组稀疏投影及其在深度学习和NMF中的应用

英文标题: Explicit Group Sparse Projection with Applications to Deep Learning and NMF

链接: https://arxiv.org/abs/1912.03896

期刊: cs.LG updates on arXiv.org

标题: 使用机器学习方法预测与代谢功能障碍相关的脂肪性肝病

英文标题: Predicting Metabolic Dysfunction-Associated Steatotic Liver Disease using Machine Learning Methods

链接: https://arxiv.org/abs/2510.22293