Tools (1-7 of 7)

1. A Batch Reification/Fusion Optimization Framework for Bayesian-based Material Optimization

   Tools | 27 Apr 2021 | Contributor(s):: Richard Couperthwaite, Raymundo Arroyave

   This tool is a Bayesian optimization framework that allows for a combination of a multi-fidelity (Reification/Fusion) optimization approach with a Batch Bayesian Approach.

2. Interactive Learning Tools for Scientific Computing and Data Analysis Using R

   Tools | 29 Jul 2020 | Contributor(s):: Cindy Nguyen, Rei Sanchez-Arias

   Root-finding methods and numerical optimization techniques with applications in science, engineering, and data analysis

3. Process Optimization of Graphene Growth

   Tools | 24 Jul 2017 | Contributor(s):: Atharva Hans, Ilias Bilionis, Timothy S Fisher, Majed Abdullah Alrefae, Nimish M Awalgaonkar, Piyush Pandita

   Optimizes the growth of graphene in a plasma chemical vapor deposition (CVD) system.

4. Battery Optimization

   Tools | 27 Jul 2016 | Contributor(s):: Lefei Zhang, Guang Lin, Salar Safarkhani

   Tool for modeling Porous Lithium-Ion Batteries for optimization and uncertainty quantification.

5. Stochastic Multi-Objective Optimization Tool

   Tools | 29 Jun 2016 | Contributor(s):: Juan Sebastian Martinez, Martin Figura, Ilias Bilionis, Piyush Pandita, Rohit Kaushal Tripathy

   Perform multi-objective optimization for limited observations of expensive experiments

6. Cluster Optimization BGO 01

   Tools | 29 Jul 2015 | Contributor(s):: Ilias Bilionis, Yinuo Li

   Cluster Optimization Using Bayesian Global Optimization

7. Genetic algorithm

   Tools | 29 Jul 2011 | Contributor(s):: Yongxin Yao

   A simple cut-paste-mutation genetic evolution method