Progress and prospects for accelerating materials science with automated and autonomous workflows
Sign Up to like & getrecommendations! Published in 2019 at "Chemical Science"
DOI: 10.1039/c9sc03766g
Abstract: Integrating automation with artificial intelligence will enable scientists to spend more time identifying important problems and communicating critical insights, accelerating discovery and development of materials for emerging and future technologies. read more here.
Keywords: progress prospects; prospects accelerating; accelerating materials; materials science ... See more keywords
Accelerating materials property discovery in uncharted domains through the integration of high-throughput computation and machine learning
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DOI: 10.1039/d5ce00096c
Abstract: This work presents a data-driven framework that integrates HT computations and ML to accelerate materials discovery, enabling efficient feature extraction, structure–property analysis, and performance prediction for various applications. read more here.
Keywords: property; discovery uncharted; materials property; property discovery ... See more keywords
Accelerating 2D materials discovery
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DOI: 10.1126/science.ado4113
Abstract: A large-scale theory-driven approach predicts many new 2D materials Two-dimensional (2D) materials are a class of nanomaterials that are sheets of one or a few atoms thick. They can be used in electronics, optics, energy… read more here.
Keywords: materials discovery; accelerating materials;