{
"OpenAlex": { "display_name": "Accelerating Materials Innovation through Informatics", "description": "This cluster of papers focuses on the application of materials informatics, machine learning, and high-throughput computational techniques to accelerate materials innovation. It encompasses topics such as property predictions, crystal structures, molecular dynamics, and data mining in the context of materials science and engineering.", "keywords": [ "Materials Informatics", "Machine Learning", "High-Throughput", "Computational Chemistry", "Materials Discovery", "Quantum Mechanics", "Crystal Structures", "Molecular Dynamics", "Property Predictions", "Data Mining" ], "ids": { "openalex": "https://openalex.org/T11948", "wikipedia": "https://en.wikipedia.org/wiki/Materials_informatics" }, "subfield": { "id": "https://openalex.org/subfields/2505", "display_name": "Materials Chemistry" }, "field": { "id": "https://openalex.org/fields/25", "display_name": "Materials Science" }, "domain": { "id": "https://openalex.org/domains/3", "display_name": "Physical Sciences" }, "updated_date": "2024-08-12T05:36:58.152987", "created_date": "2024-01-23", "type": "topic", "oa_id": "T11948", "id": "https://openalex.org/T11948" }
}