99 citations · 107 across the 3 of their papers we have counts for
4 papers
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…
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…
Autonomous synthesis of metastable materials
Sebastian Ament, Maximilian Amsler, Duncan R. Sutherland +7
Autonomous experimentation enabled by artificial intelligence (AI) offers a new paradigm for accelerating scientific discovery. Non-equilibrium materials synthesis is emblematic of…
Optical Identification of Materials Transformations in Oxide Thin Films
Duncan R. Sutherland, Aine Boyer Connolly, Maximilian Amsler +9
Recent advances in high-throughput experimentation for combinatorial studies have accelerated the discovery and analysis of materials across a wide range of compositions and synthe…