All Categories (1-3 of 3)

1. 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...

2. Apr 20 2020

   Sequential learning and design of experiments

   Topics covered in this session:Hands-on sequential learningInformation acquisition functions and dynamic plotting of resultsOrganizers: Alejandro Strachan, Saaketh DesaiLeader: Juan Carlos...

   https://nanohub.org/events/details/1845

3. Citrine Tools for Materials Informatics

   Tools | 05 Dec 2019 | Contributor(s):: Juan Carlos Verduzco Gastelum, Alejandro Strachan

   Jupyter notebooks for sequential learning in the context of materials design. Run your own models, explore various methods and adapt the notebooks to your needs.