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- W3217360046 endingPage "100165" @default.
- W3217360046 startingPage "100165" @default.
- W3217360046 abstract "Biomaterials is an interdisciplinary field of research to achieve desired biological responses from new materials, regardless of material type. There have been many exciting innovations in this discipline, but commercialization suffers from a lengthy discovery to product pipeline, with many failures along the way. Success can be greatly accelerated by harnessing machine learning techniques to comb through large amounts of data. There are many potential benefits of moving from an unstructured empirical approach to a development strategy that is entrenched in data. Here, we discuss the recent work on the use of machine learning in the discovery and design of biomaterials, including new polymeric, metallic, ceramics, and nanomaterials, and how machine learning can interface with emerging use cases of 3D printing. We discuss the steps for closer integration of machine learning to make this exciting possibility a reality." @default.
- W3217360046 created "2021-12-06" @default.
- W3217360046 creator A5001262344 @default.
- W3217360046 creator A5016591210 @default.
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- W3217360046 creator A5035195373 @default.
- W3217360046 creator A5059594060 @default.
- W3217360046 creator A5062559199 @default.
- W3217360046 creator A5068892805 @default.
- W3217360046 creator A5080827177 @default.
- W3217360046 creator A5083331516 @default.
- W3217360046 creator A5091383290 @default.
- W3217360046 date "2021-09-01" @default.
- W3217360046 modified "2023-10-16" @default.
- W3217360046 title "Biomaterials by design: Harnessing data for future development" @default.
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