Author

Yuan Qi

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Open access Aug 2026

Automated transition state generation for mechanistic exploration in organic synthesis

UniTS, a unified framework for automated transition state generation that combines a diverse transition state dataset with equivariant diffusion learning to accelerate mechanistic exploration, is developed.

Li-Cheng Xu, Jun-Yi An, Wei-Qi Liu et al. · Nature Communications · 0 citations

Jul 2026

Monkey King Bang: A Unified Scientific Multimodal Foundation Model

Experiments show that MKB achieves competitive scientific understanding across biological and molecular benchmarks, produces high-fidelity native outputs for weather forecasting, biological generation, and medical-image segmentation, and largely retains the general capabilities of its Qwen3-VL backbone.

Hesen Chen, Xinyue Su, Xiaomeng Yang et al. · arXiv.org · 0 citations