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MDTS: automatic complex materials design using Monte Carlo tree search
Complex materials design is often represented as a black-box combinatorial optimization problem. In this paper, we present a novel python library called MDTS (Materials Design using Tree Search). Our algorithm employs a Monte Carlo tree search approach, which has shown exceptional performance in com...
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| Gepubliceerd in: | Sci Technol Adv Mater |
|---|---|
| Hoofdauteurs: | , , , , , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
Taylor & Francis
2017
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5532970/ https://ncbi.nlm.nih.gov/pubmed/28804525 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/14686996.2017.1344083 |
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