| 2026-10-23 | Efficient equivariant framework for universal charge density prediction | Nature Machine Intelligence | Xiwen Li, Zaizhou Xin, Hongyu Yu et al. | Fudan University; State Key Laboratory of Surface Physics |
| 2026-10-23 | Guidelines for evaluating structure-based methods for protein–ligand binding prediction | Nature Machine Intelligence | Viet-Khoa Tran-Nguyen, Pedro Ballester | Délégation Paris 5; Centre National de la Recherche Scientifique; Inserm; … |
| 2026-10-20 | Physics-informed machine learning: a hybrid lens for fluid dynamics | Nature Machine Intelligence | Kai Fukami, Romit Maulik | Tohoku University; Purdue University West Lafayette |
| 2026-10-20 | Agentic inequality | Nature Machine Intelligence | Matthew Sharp, Omer Bilgin, Iason Gabriel et al. | University of Oxford; Google DeepMind (United Kingdom) |
| 2026-10-20 | Lagrangian–Eulerian learning of flow field and trajectories with TrajectoryFlowNet | Nature Machine Intelligence | Jiang Wan, Hongping Wang, Bo Liu et al. | Chinese Academy of Sciences; University of Chinese Academy of Sciences; Institute of Mechanics; … |
| 2026-10-19 | Reusability report: multi-sample omics network inference operates in distinct robustness regimes defined by prior knowledge and data availability | Nature Machine Intelligence | Xabier Martinez‐de‐Morentin, Sameer Ahmad Khan, Itziar Cenzano et al. | King Abdullah University of Science and Technology; Ilia State University; Karolinska University Hospital; … |
| 2026-10-19 | Towards understanding and monitorability of reasoning LLMs | Nature Machine Intelligence | | |
| 2026-10-16 | Large-scale iontronic skins with neural-hierarchical processing architecture | Nature Machine Intelligence | Zhibin Li, Bingxu Da, Junli Shi et al. | Southern University of Science and Technology; Beijing Institute of Technology; Mohamed bin Zayed University of Artificial Intelligence |
| 2026-10-13 | An all-in-one foundation model for multimodal medical image restoration and enhancement | Nature Machine Intelligence | Luyang Cao, Zhijian Wu, Jian Zhang et al. | Nanjing University; Westlake University; Southeast University; … |
| 2026-10-07 | Characterizing the role of reasoning tokens in large language models as state over tokens | Nature Machine Intelligence | Moshe Levy, Zohar Elyoseph, Shauli Ravfogel et al. | Bar-Ilan University; University of Haifa; New York University; … |
| 2026-10-07 | Emotional optimization by newsroom AI needs behavioural evaluation | Nature Machine Intelligence | Bence Bagó, Jean‐François Bonnefon | Tilburg University; Centre National de la Recherche Scientifique; Toulouse School of Economics |
| 2026-10-01 | Large language models discover complementary heuristics for combinatorial optimization | Nature Machine Intelligence | Huatian Gong, Shuaian Wang, Dong‐Ping Song et al. | Nanyang Technological University; Hong Kong Polytechnic University; University of Liverpool; … |
| 2026-10-01 | Shifting from knowledge retrieval to evidence exploration and synthesis | Nature Machine Intelligence | Shruti Shikhare, Jake Cohen-Setton, Krishna C. Bulusu | AstraZeneca (Spain); AstraZeneca (United Kingdom) |
| 2026-09-30 | Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pretraining | Nature Machine Intelligence | S. Alonso Monsalve, Fabio Cufino, U. Köse et al. | ETH Zurich; Institute for Particle Physics and Astrophysics |
| 2026-09-28 | Task-structured modularity emerges in artificial networks and aligns with brain architecture | Nature Machine Intelligence | Yuhang Wu, Shikuang Deng, Kangrui Du et al. | University of Electronic Science and Technology of China; Zhejiang University; University of Pennsylvania; … |
| 2026-09-28 | Minute-scale training for microrobot navigation | Nature Machine Intelligence | Yinghan Sun, Aoji Zhu, Xiang Ji et al. | Hong Kong Polytechnic University; Chinese University of Hong Kong; Harbin Institute of Technology |
| 2026-09-28 | Regional climate risk assessment from climate models using probabilistic machine learning | Nature Machine Intelligence | Zhong Yi Wan, Ignacio Lopez‐Gomez, Robert W. Carver et al. | Google (United States); California Institute of Technology; General Motors (United States); … |