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- W2891545274 abstract "Materials Genome Initiative is envisioning the discovery, development, manufacturing and deployment of advanced materials twice as fast and at a fraction of cost. High throughput computation and experimentation will generate big data, which underscores the emergence of the fourth paradigm data science. In contrast to machine-learning needing big-data, data-mining assisted by domain knowledge and expertise works well with a limited number of data. In this presentation, data-mining based on material genome approach were performed in field of perovskite-type oxides. New ferroelectric ceramics based on BiFeO <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>3</sub> for high temperature piezoelectric applications are realized with piezoresponse of 1.5 <sub xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>~</sub> 4.0 times the present commercial non-perovskite counterpart. Our essay demonstrates data-mining driven searching sure able to reduce time-to-insight and human effort on synthesization, accelerating new materials discovery and deployment." @default.
- W2891545274 created "2018-09-27" @default.
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- W2891545274 date "2018-05-01" @default.
- W2891545274 modified "2023-09-24" @default.
- W2891545274 title "Data-Mining Driven Design for Novel Perovskite-type Piezoceramics" @default.
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- W2891545274 doi "https://doi.org/10.1109/isaf.2018.8463245" @default.
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