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building autonomous or semi-autonomous agents that can integrate literature knowledge, analyze multimodal experimental data, generate mechanistic hypotheses, design experiments, and interact with
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agents to enable autonomous experimentation and decision-making. Develop and implement multi-parameter optimization strategies to explore complex experimental process spaces, including the
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