Machine Learning Methods

Zehong Wang; Xiaolong Han; Qi Yang; Xiangru Tang; Fang Wu; Xiaoguang Guo; Weixiang Sun; Tianyi Ma; Pietro Lio; Le Cong; Sheng Wang; Chuxu Zhang; Yanfang Ye2026·arXiv Preprint

Full paper

7 Feb 2026|10.1186/s12931-026-03536-2

Artificial intelligence, machine learning-based automated fibrosis quantification in preclinical models of pulmonary fibrosis.

Roop; Benjamin; Calmo; Nery Matias; Bass + 10 more2026·Respiratory researchTier 1

Full paper

10 Feb 2026|https://doi.org/10.1073/pnas.2512182123

Carbon–phosphorus exchange rate constrains density–speed trade-off in arbuscular mycorrhizal fungal growth

Biology

Corentin Bisot; Loreto Oyarte Gálvez; Félix Kahane; Marije van Son; Bianca Turcu; Rob Broekman; Kai-Kai Lin; Paco Bontenbal; Max Kerr Winter; Vasilis Kokkoris; S.T. West; Christophe Godin; E. Toby Kiers; Thomas Shimizu2026·Proceedings of the National Academy of SciencesTier 1

Full paper

14 Mar 2026|arxiv:2603.12155

GlyphBanana: Advancing Precise Text Rendering Through Agentic Workflows

Zexuan Yan; Jiarui Jin; Yue Ma; Shijian Wang; Jiahui Hu; Wenxiang Jiao; Yuan Lu; Linfeng Zhang2026·arXiv Preprint

Full paper

24 Feb 2026|arxiv:2602.18248

Neural-HSS: Hierarchical Semi-Separable Neural PDE Solver

Pietro Sittoni; Emanuele Zangrando; Angelo A. Casulli; Nicola Guglielmi; Francesco Tudisco2026·arXiv Preprint

Full paper

7 Feb 2026|10.1371/journal.pone.0342305

Giving AI agents a sense of control facilitates reinforcement learning in multitasking scenarios.

Österdiekhoff; Annika; Heinrich; Nils Wendel; Russwinkel + 2 more2026·PloS oneTier 2

Full paper

2 Apr 2026|arxiv:2603.29165

LatentPilot: Scene-Aware Vision-and-Language Navigation by Dreaming Ahead with Latent Visual Reasoning

Haihong Hao; Lei Chen; Mingfei Han; Changlin Li; Dong An; Yuqiang Yang; Zhihui Li; Xiaojun Chang2026·arXiv Preprint

Full paper

7 Feb 2026|10.1038/s41467-026-68939-7

Machine learning for microscopy data analytics targeting real-time optical characterization of semiconductor nanocrystals

Amitrajit Mukherjee; Robby Reynaerts; Bapi Pradhan et al.2026·Nature CommunicationsTier 1

Full paper

7 Feb 2026|10.1093/nargab/lqaf211

SyMetrics: an integrated machine learning model for evaluating the pathogenicity of synonymous variants in the human genome.

Bundalian; Linnaeus; Strnadová; Martina Schmidt; Garten + 16 more2026·NAR genomics and bioinformaticsTier 1

Full paper

9 Jan 2026|arxiv:2601.04550

GEnSHIN: Graphical Enhanced Spatio-temporal Hierarchical Inference Network for Traffic Flow Prediction

Zhiyan Zhou; Junjie Liao; Manho Zhang; Yingyi Liao; Ziai Wang2026·arXiv Preprint

Full paper

7 Feb 2026|arxiv:2602.03154

Intelligent Front-End Personalization: AI-Driven UI Adaptation

Mona Rajhans2026·arXiv Preprint

Full paper

16 Jan 2026|arxiv:2601.09613

CogRail: Benchmarking VLMs in Cognitive Intrusion Perception for Intelligent Railway Transportation Systems

Yonglin Tian; Qiyao Zhang; Wei Xu; Yutong Wang; Yihao Wu; Xinyi Li; Xingyuan Dai; Hui Zhang; Zhiyong Cui; Baoqing Guo; Zujun Yu; Yisheng Lv2026·arXiv Preprint

Full paper

26 Feb 2026|arxiv:2602.20974

MAST: A Multi-fidelity Augmented Surrogate model via Spatial Trust-weighting

Ahmed Mohamed Eisa Nasr; Ali Elham; Haris Moazam Sheikh2026·arXiv Preprint

Full paper

PreviousPage 4 of 18415Next

Machine Learning Methods

Overview

Related Topics

Articles published on Machine Learning Methods