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Leveraging Uncertainty from Deep Learning for Trustworthy Material Discovery Workflows
[Image: see text] In this paper, we leverage predictive uncertainty of deep neural networks to answer challenging questions material scientists usually encounter in machine learning-based material application workflows. First, we show that by leveraging predictive uncertainty, a user can determine t...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
American Chemical Society
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154239/ https://www.ncbi.nlm.nih.gov/pubmed/34056423 http://dx.doi.org/10.1021/acsomega.1c00975 |