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一家初创公司在30天内建成8000平方英尺的实验室,用于测试AI提出的分子,目前可在约72小时内测量这些分子在活体生物中的有效率。
The paper introduces Large Discovery Model (LDM), a recurrent architecture that couples generative models with Bayesian non-parametric surrogates to guide uncertainty-aware search in scientific domains like molecules and proteins, achieving significant performance gains over existing methods.
SciReasoner is a multimodal scientific foundation model that enables interpretable structural reasoning across proteins, molecules, and crystals, achieving state-of-the-art performance on 67 out of 86 benchmarks.