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Hands-on Sequential Learning and Design of Experiments
Online Presentations | 29 Apr 2020 | Contributor(s):: Juan Carlos Verduzco Gastelum, Alejandro Strachan
This tutorial introduces the concept of sequential learning and information acquisition functions and how these algorithms can help reduce the number of experiments required to find an optimal candidate. A hands-on approach is presented to optimize the ionic conductivity of ceramic...
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Chemical Autoencoder for Latent Space Enrichment
Tools | 19 Sep 2019 | Contributor(s):: Bryan Arciniega, Mackinzie S Farnell, Nicolae C Iovanac, Brett Matthew Savoie
Chemical Autencoder uses machine learning for property prediction
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DataExplorer Lab
Tools | 23 May 2019 | Contributor(s):: Daniel F Mejia
DataExplorerLab is a python Tool that allows exploration of datasets using visualizations, this is based on Floatview library