2025-12-25-24_articles_updated
Published:
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: Nature Aging
标题: 癌细胞分泌的DDAH1诱导TGF-β1/Smad3信号通路促进肺纤维化和老化
英文标题: Cancer-cell-secreted DDAH1 induces TGF-β1/Smad3 signaling pathway to promote fibrosis and aging in lung
链接: https://www.nature.com/articles/s43587-025-01024-8
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 通过单细胞转录组学定义衰老过程中髓源性抑制细胞的标志物和发育轨迹
英文标题: Defining the marker and developmental trajectory of myeloid-derived suppressor cells in aging by single-cell transcriptomics
链接: https://www.nature.com/articles/s41514-025-00317-x
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 细胞凋亡特征允许早期和快速筛选药物诱导的肝损伤以加速药物发现
英文标题: Apoptotic signatures allow early and rapid screening of drug-induced liver injury to accelerate drug discovery
链接: https://www.nature.com/articles/s43856-025-01306-7
期刊: npj Digital Medicine
标题: 现实世界中用于颅内出血检测的商业深度学习模型的性能评估
英文标题: Real-world performance evaluation of a commercial deep learning model for intracranial hemorrhage detection
链接: https://www.nature.com/articles/s41746-025-02244-3
期刊: cs.LG updates on arXiv.org
标题: 合成数据蓝图（SDB）：用于合成表格数据的统计、结构和图评估的模块化框架
英文标题: Synthetic Data Blueprint (SDB): A modular framework for the statistical, structural, and graph-based evaluation of synthetic tabular data
链接: https://arxiv.org/abs/2512.19718
期刊: cs.LG updates on arXiv.org
标题: 端到端数据质量驱动生产环境中机器学习的框架
英文标题: End-to-End Data Quality-Driven Framework for Machine Learning in Production Environment
链接: https://arxiv.org/abs/2512.19723
期刊: cs.LG updates on arXiv.org
标题: DeepBridge：一个统一且适用于生产的用于多维度机器学习验证的框架
英文标题: DeepBridge: A Unified and Production-Ready Framework for Multi-Dimensional Machine Learning Validation
链接: https://arxiv.org/abs/2512.19744
期刊: cs.LG updates on arXiv.org
标题: 金融机器学习在宏观经济压力下的条件对抗脆弱性
英文标题: Conditional Adversarial Fragility in Financial Machine Learning under Macroeconomic Stress
链接: https://arxiv.org/abs/2512.19935
期刊: cs.LG updates on arXiv.org
标题: 机器学习中的布隆过滤器编码
英文标题: Bloom Filter Encoding for Machine Learning
链接: https://arxiv.org/abs/2512.19991
期刊: cs.LG updates on arXiv.org
标题: NeuralCrop：结合物理和机器学习以提高作物产量预测
英文标题: NeuralCrop: Combining physics and machine learning for improved crop yield predictions
链接: https://arxiv.org/abs/2512.20177
期刊: cs.LG updates on arXiv.org
标题: 利用机器学习预测来自点击流数据的数字挫败感
英文标题: Machine Learning to Predict Digital Frustration from Clickstream Data
链接: https://arxiv.org/abs/2512.20438
期刊: cs.LG updates on arXiv.org
标题: 化学信息机器学习方法用于预测自由基共聚反应中的反应性比率
英文标题: Chemically-Informed Machine Learning Approach for Prediction of Reactivity Ratios in Radical Copolymerization
链接: https://arxiv.org/abs/2512.19715
期刊: cs.LG updates on arXiv.org
标题: 量子玻尔兹曼机可见和隐藏单元的学习基础
英文标题: Fundamentals of quantum Boltzmann machine learning with visible and hidden units
链接: https://arxiv.org/abs/2512.19819
期刊: cs.LG updates on arXiv.org
标题: 通过深度学习技术检测西班牙语文本中的网络欺凌
英文标题: Detecting cyberbullying in Spanish texts through deep learning techniques
链接: https://arxiv.org/abs/2512.19899
期刊: cs.LG updates on arXiv.org
标题: AUDRON：一种融合声学特征用于无人机类型识别的深度学习框架
英文标题: AUDRON: A Deep Learning Framework with Fused Acoustic Signatures for Drone Type Recognition
链接: https://arxiv.org/abs/2512.20407
期刊: cs.LG updates on arXiv.org
标题: 深度学习与机器学习——Python数据结构和数学基础：从理论到实践
英文标题: Deep Learning and Machine Learning – Python Data Structures and Mathematics Fundamental: From Theory to Practice
链接: https://arxiv.org/abs/2410.19849
期刊: cs.LG updates on arXiv.org
标题: 深度学习在陆地表面温度估计中的时空融合：全面综述、实验分析和未来趋势
英文标题: Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends
链接: https://arxiv.org/abs/2412.16631
期刊: cs.LG updates on arXiv.org
标题: 分类等变深度学习：分类等变神经网络和泛逼近定理
英文标题: Categorical Equivariant Deep Learning: Category-Equivariant Neural Networks and Universal Approximation Theorems
链接: https://arxiv.org/abs/2511.18417
期刊: cs.LG updates on arXiv.org
标题: 机器学习时代的机器反学习：一项实证研究
英文标题: Machine Unlearning in the Era of Quantum Machine Learning: An Empirical Study
链接: https://arxiv.org/abs/2512.19253
期刊: cs.LG updates on arXiv.org
标题: 行为机器学习？正则化和预测偏差
英文标题: Behavioral Machine Learning? Regularization and Forecast Bias
链接: https://arxiv.org/abs/2303.16158
期刊: cs.LG updates on arXiv.org
标题: 深度学习与机器学习：利用设计模式推进大数据分析与管理的进步
英文标题: Deep Learning and Machine Learning: Advancing Big Data Analytics and Management with Design Patterns
链接: https://arxiv.org/abs/2410.03795
期刊: cs.LG updates on arXiv.org
标题: 可解释的深度学习提升人类对自动驾驶汽车的认知模型
英文标题: Explainable deep learning improves human mental models of self-driving cars
链接: https://arxiv.org/abs/2411.18714
期刊: cs.LG updates on arXiv.org
标题: 可解释的深度学习在股票收益中的应用：一个共识瓶颈资产定价模型
英文标题: Interpretable Deep Learning for Stock Returns: A Consensus-Bottleneck Asset Pricing Model
链接: https://arxiv.org/abs/2512.16251