Aggregate Nature Machine Intelligence 人工智能 30″

Classifying multipartite continuous-variable entanglement structures through data-augmented neural networks

Nature Machine Intelligence, Published online: 30 July 2026; doi:10.1038/s42256-026-01284-yGao et al.…

• introduce a quantum data augmentation method to enable neural networks…

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Aggregate Nature Machine Intelligence 人工智能 28″

Beyond representational alignment with brain-guided language models for robust reasoning

Nature Machine Intelligence, Published online: 03 August 2026; doi:10.1038/s42256-026-01278-wXiao et al.…

• show that large language models partially align with human brain activ…
• They further show that brain signals can directly guide and improve mo…

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Aggregate Nature Machine Intelligence 人工智能 21″

Trajectory forecasting lifts the femtosecond ceiling in molecular simulation

Nature Machine Intelligence, Published online: 05 August 2026; doi:10.…

• 1038/s42256-026-01275-zA new deep learning method enables molecular dy…

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Aggregate Nature Machine Intelligence 人工智能 33″

Reinforcement learning steers generative crystal design

Nature Machine Intelligence, Published online: 03 August 2026; doi:10.…

• 1038/s42256-026-01282-0Generative machine learning methods have led to…
• A reinforcement learning-based method steers candidate generation to t…

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Aggregate Nature Machine Intelligence 人工智能 24″

Impact-resistant, autonomous robots inspired by tensegrity architecture

Nature Machine Intelligence, Published online: 10 August 2026; doi:10.1038/s42256-026-01280-2Johnson et al.…

• demonstrate an autonomous three-bar tensegrity robot capable of robust…
• 7-m drop onto asphalt.

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Aggregate Nature Machine Intelligence 人工智能 30″

Learning contact representations in real-world clutter for universal robotic grasping

Nature Machine Intelligence, Published online: 12 August 2026; doi:10.1038/s42256-026-01292-yWang et al.…

• design efficient robot–environment interaction representations that ac…

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Aggregate Nature Machine Intelligence 人工智能 18″

Towards general auditory intelligence for machine listening and speaking

Nature Machine Intelligence, Published online: 14 August 2026; doi:10.1038/s42256-026-01281-1Wang et al.…

• summarize advances in machine listening and speaking, speech-based int…

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Aggregate Nature Machine Intelligence 人工智能 27″

Towards principled knowledge editing methods for large language model reasoning

Nature Machine Intelligence, Published online: 14 August 2026; doi:10.1038/s42256-026-01276-yChen et al.…

• explore limitations of current knowledge editing techniques in large l…

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