2 papers
cond-mat.mtrl-sci2026
Autonomous Materials Exploration by Integrating Automated Phase Identification and AI-Assisted Human Reasoning
Ming-Chiang Chang, Maximilian Amsler, Duncan R. Sutherland +9
Autonomous experimentation holds the potential to accelerate materials development by combining artificial intelligence (AI) with modular robotic platforms to explore extensive com…
cond-mat.mtrl-sci2023
Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research
Ming-Chiang Chang, Sebastian Ament, Maximilian Amsler +6
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…