Search Results for author: Maximilian Amsler

Found 2 papers, 1 papers with code

Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research

1 code implementation • 15 Aug 2023 • Ming-Chiang Chang, Sebastian Ament, Maximilian Amsler, Duncan R. Sutherland, Lan Zhou, John M. Gregoire, Carla P. Gomes, R. Bruce van Dover, Michael O. Thompson

X-ray diffraction (XRD) is an essential technique to determine a material's crystal structure in high-throughput experimentation, and has recently been incorporated in artificially intelligent agents in autonomous scientific discovery processes.

X-Ray Diffraction (XRD)

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Autonomous synthesis of metastable materials

no code implementations • 19 Jan 2021 • Sebastian Ament, Maximilian Amsler, Duncan R. Sutherland, Ming-Chiang Chang, Dan Guevarra, Aine B. Connolly, John M. Gregoire, Michael O. Thompson, Carla P. Gomes, R. Bruce van Dover

Autonomous experimentation enabled by artificial intelligence (AI) offers a new paradigm for accelerating scientific discovery.

Active Learning Efficient Exploration +1

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