Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Yoolhee Kim"'
Publikováno v:
npj Computational Materials, Vol 6, Iss 1, Pp 1-9 (2020)
Materials discovery is often compared to the challenge of finding a needle in a haystack. While much work has focused on accurately predicting the properties of candidate materials with machine learning (ML), which amounts to evaluating whether a giv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0758e9239518edbc4c3b4c8cc534b2e6
http://link.springer.com/article/10.1038/s41524-020-00401-8
http://link.springer.com/article/10.1038/s41524-020-00401-8
Autor:
Edward Kim, Erin Antono, Jason Koeller, Astha Gargt, Julia Ling, James S. Peerless, Emre Sevgen, Stephen D. Edkins, Yoolhee Kim
Publikováno v:
MRS Communications. 10:18-24
In many materials development projects, scientists and research heads make decisions to guide the project direction. For example, scientists may decide which processing steps to use, what elements to include in their material selection, or from what
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::196608ee53fa217cd02f6ffcaba05cfc
https://doi.org/10.1557/mrc.2020.5
https://doi.org/10.1557/mrc.2020.5
Publikováno v:
The Journal of Chemical Physics. 153:024112
Discovering novel chemicals and materials can be greatly accelerated by iterative machine learning-informed proposal of candidates-active learning. However, standard global error metrics for model quality are not predictive of discovery performance a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e3239f1d0c9c283848c4033f4fbea83
https://doi.org/10.1063/5.0006124
https://doi.org/10.1063/5.0006124
Publikováno v:
ECS Meeting Abstracts. :531-531
The energy density of batteries can be increased by utilizing metal-air batteries, allowing longer driving ranges in electric vehicles. Li-air and Na-air batteries have been investigated, but they come with many issues such as low efficiency, limited
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::10912ff680a7313b3789900cc219bcf3
https://doi.org/10.1149/ma2017-02/5/531
https://doi.org/10.1149/ma2017-02/5/531