Lawrence Livermore National Security, LLC

Xiaoting Zhong

Adam W Jaycox

Marissa Wood

Johanna Jesse Schwartz

Screening for screening a material includes: providing active mixing direct-ink-writing of the material, providing in situ characterization substrates or probes that receive the material, and providing active learning planning for screening the material. The providing active mixing direct-ink-writing of the material prints five to ten films. The providing in situ characterization substrates or probes includes printing five to ten films on the substrates or probes with a first set of constituents. The providing active learning planning for screening the material includes providing machine learning that takes the first set of constituents and uses the first set of constituents to dictate a next batch of films to achieve improved additional sets of constituents.

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Livermore, CA, United States of America

Xiaoting Zhong