MaterialsAtlas Synthesis Resource

An Autonomous Laboratory for the Accelerated Synthesis of Inorganic Materials

synthesismaterials-synthesisopen-resourcesai-synthesis-planning-autonomous-labs-and-synthesis-datapaperai-synthesis-planningcharacterizationxrdcharacterization-feedbackgeneral-inorganic-materials

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A-Lab workflow combining computation, literature-trained ML recipe proposal, robotics, XRD, and active learning; include correction/validation caveat.

Use for: AI Synthesis Planning, Autonomous Labs, and Synthesis Data. Method focus: AI synthesis planning; characterization feedback. Material family: general inorganic materials. Validation: XRD / diffraction / phase identification. Safety note: Check SDS, institutional SOPs, equipment limits, and waste rules before use.

Citation: An Autonomous Laboratory for the Accelerated Synthesis of Inorganic Materials. Materials synthesis resource. https://doi.org/10.1038/s41586-023-06734-w

Acknowledgement: Curated by MaterialsAtlas Open Resources from open courses, protocols, official documentation, scholarly papers, datasets, safety references, and synthesis-planning resources.

TypeSynthesis Resource

DomainAI Synthesis Planning, Autonomous Labs, and Synthesis Data

LicenseScholarly article; see publisher

Contributorsdoi:10.1038/s41586-023-06734-w