2025-11-21-23_articles_updated
Published:
期刊: Nature Communications
标题: 从多谱系、多组学和多样本单细胞数据中推断差异动态的MultiVeloVAE方法
英文标题: Inferring differential dynamics from multi-lineage, multi-omic, and multi-sample single-cell data with MultiVeloVAE
链接: https://www.nature.com/articles/s41467-025-66287-6
期刊: Nature Aging
标题: 通过基因治疗重编程GRHL2-CDK19轴减轻前列腺老化
英文标题: Reprogramming the GRHL2−CDK19 axis by gene therapy alleviates prostate aging
链接: https://www.nature.com/articles/s43587-025-01020-y
期刊: Computational biology and bioinformatics : nature.com subject feeds
标题: 从多谱系、多组学和多样本单细胞数据中推断差异动力学：MultiVeloVAE方法
英文标题: Inferring differential dynamics from multi-lineage, multi-omic, and multi-sample single-cell data with MultiVeloVAE
链接: https://www.nature.com/articles/s41467-025-66287-6
期刊: AAAS: Science: Table of Contents
标题: 《长舒一口气》：在现有治疗方法失效之际，新型疟疾药物在临床试验中取得成功
英文标题: ‘A sigh of relief’: New malaria drug succeeds in clinical trial as existing treatments falter
链接: https://www.science.org/doi/abs/10.1126/science.aee0352?af=R
期刊: cs.LG updates on arXiv.org
标题: 动态嵌套层次：为终身智能开创机器学习架构的自进化先河
英文标题: Dynamic Nested Hierarchies: Pioneering Self-Evolution in Machine Learning Architectures for Lifelong Intelligence
链接: https://arxiv.org/abs/2511.14823
期刊: cs.LG updates on arXiv.org
标题: 离子动态预测的深度学习框架：IonCast
英文标题: IonCast: A Deep Learning Framework for Forecasting Ionospheric Dynamics
链接: https://arxiv.org/abs/2511.15004
期刊: cs.LG updates on arXiv.org
标题: 成本感知预测（CAP）：一种增强型语言模型机器学习管道和决策支持系统，用于心力衰竭死亡率预测
英文标题: Cost-Aware Prediction (CAP): An LLM-Enhanced Machine Learning Pipeline and Decision Support System for Heart Failure Mortality Prediction
链接: https://arxiv.org/abs/2511.15357
期刊: cs.LG updates on arXiv.org
标题: EVA-Net：通过连续衰老原型从脑电图（EEG）进行可解释的大脑年龄预测
英文标题: EVA-Net: Interpretable Brain Age Prediction via Continuous Aging Prototypes from EEG
链接: https://arxiv.org/abs/2511.15393
期刊: cs.LG updates on arXiv.org
标题: 对抗性机器学习攻击自动驾驶代理：与CARLA排行榜的整体评估
英文标题: Attacking Autonomous Driving Agents with Adversarial Machine Learning: A Holistic Evaluation with the CARLA Leaderboard
链接: https://arxiv.org/abs/2511.14876
期刊: cs.LG updates on arXiv.org
标题: 脑老化3D sMRI的可解释建模的Transformer-ResNet混合模型：BrainRotViT
英文标题: BrainRotViT: Transformer-ResNet Hybrid for Explainable Modeling of Brain Aging from 3D sMRI
链接: https://arxiv.org/abs/2511.15188
期刊: cs.LG updates on arXiv.org
标题: 物理学依然重要：利用声子信息数据集提升机器学习对材料特性的预测
英文标题: Why Physics Still Matters: Improving Machine Learning Prediction of Material Properties with Phonon-Informed Datasets
链接: https://arxiv.org/abs/2511.15222
期刊: cs.LG updates on arXiv.org
标题: 一个用于最佳传感器放置和参数估计的物理信息机器学习框架
英文标题: A Physics Informed Machine Learning Framework for Optimal Sensor Placement and Parameter Estimation
链接: https://arxiv.org/abs/2511.15543
期刊: cs.LG updates on arXiv.org
标题: 深度学习与机器学习：推动大数据分析与管理的进步：Tensorflow 预训练模型
英文标题: Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Tensorflow Pretrained Models
链接: https://arxiv.org/abs/2409.13566
期刊: cs.LG updates on arXiv.org
标题: 将CASH应用于赌博机：一个用于自动机器学习的最大K-臂问题
英文标题: Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning
链接: https://arxiv.org/abs/2505.05226
期刊: cs.LG updates on arXiv.org
标题: ZENN：一种基于热力学启发的异构数据驱动建模计算框架
英文标题: ZENN: A Thermodynamics-Inspired Computational Framework for Heterogeneous Data-Driven Modeling
链接: https://arxiv.org/abs/2505.09851
期刊: cs.LG updates on arXiv.org
标题: RTNinja：一种用于分析纳米电子器件中随机电报噪声信号的一般化机器学习框架
英文标题: RTNinja: A generalized machine learning framework for analyzing random telegraph noise signals in nanoelectronic devices
链接: https://arxiv.org/abs/2507.08424
期刊: cs.LG updates on arXiv.org
标题: WildfireGenome：可解释的机器学习揭示野火风险的地方驱动因素及其跨县差异
英文标题: WildfireGenome: Interpretable Machine Learning Reveals Local Drivers of Wildfire Risk and Their Cross-County Variation
链接: https://arxiv.org/abs/2511.11589
期刊: cs.LG updates on arXiv.org
标题: 利用多模态深度学习预测心电图信号中实验室值异常及预测
英文标题: Abnormality Prediction and Forecasting of Laboratory Values from Electrocardiogram Signals Using Multimodal Deep Learning
链接: https://arxiv.org/abs/2411.14886
期刊: cs.LG updates on arXiv.org
标题: 通过混合深度学习和三次多项式几何修复的高效文档图像去畸变
英文标题: Efficient Document Image Dewarping via Hybrid Deep Learning and Cubic Polynomial Geometry Restoration
链接: https://arxiv.org/abs/2501.03145
期刊: cs.LG updates on arXiv.org
标题: 基于心电图进行神经认知诊断的可解释和外部验证的机器学习
英文标题: Explainable and externally validated machine learning for neurocognitive diagnosis via electrocardiograms
链接: https://arxiv.org/abs/2502.04918
期刊: cs.LG updates on arXiv.org
标题: Beacon2Science：利用机器学习增强STEREO/HI信标数据，以提高日冕物质抛射（CME）追踪的效率
英文标题: Beacon2Science: Enhancing STEREO/HI beacon data with machine learning for efficient CME tracking
链接: https://arxiv.org/abs/2503.15288
期刊: cs.LG updates on arXiv.org
标题: 基于计算流体动力学模拟的真实教室的能耗高效建筑通风控制中的操作员学习
英文标题: Operator learning for energy-efficient building ventilation control with computational fluid dynamics simulation of a real-world classroom
链接: https://arxiv.org/abs/2504.21243
期刊: cs.LG updates on arXiv.org
标题: NuBench：用于中微子望远镜中基于深度学习的事件重建的开源基准
英文标题: NuBench: An Open Benchmark for Deep Learning-Based Event Reconstruction in Neutrino Telescopes
链接: https://arxiv.org/abs/2511.13111