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AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning

Chemistry

AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning

A. A. Volk, R. W. Epps, et al.

Discover the power of AlphaFlow, a revolutionary fluidic lab designed for autonomous chemical experimentation. This innovative system employs reinforcement learning to explore complex multi-step reaction processes, achieving unprecedented results in semiconductor nanoparticle synthesis. Authored by Amanda A. Volk and colleagues, this research showcases the future of materials science through advanced automation.... show more
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