Sample-efficient active learning for materials informatics using integrated posterior variance

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Before agar, microbiologists had experimented with other foodstuffs as microbial media. They turned to substances rich in the starches, proteins, sugars, fats, and minerals that organisms need for growth, testing with broths, bread, potatoes, polenta, egg whites, coagulated blood serums, and gelatine. However, none worked particularly well: all were easily broken down by heat and microbial enzymes, and their surface, once colonized, became mushy and unsuitable for isolating microbes.

4. For the Z80 implementation, I did zero steering. For the Spectrum implementation I used extensive steering for implementing the TAP loading. More about my feedback to the agent later in this post.

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