All Categories (1-7 of 7)

1. Integrating Machine Learning with a Genetic Algorithm for Materials Exploration

   Online Presentations | 07 Dec 2021 | Contributor(s):: Joseph D Kern

   In this talk, we will explore how this algorithm can be used for materials discovery.

2. Polymer Genetic Algorithm

   Tools | 05 Nov 2021 | Contributor(s):: Joseph D Kern

   Generalized genetic algorithm designed for materials discovery.

3. Developing a machine learning tool to optimize thermal transport

   Presentation Materials | 14 Aug 2018 | Contributor(s):: Adam Sandor Garrett, proycho, Xiulin Ruan, creynolds

   The purpose of this tool is to optimize SiGe super-lattices to have the lowest possible thermal conductivity. This poster describes the processes used in the tool and how it impacts thermoelectrics.

4. Simulation based Thermal Design Framework for Accelerated Structure exploration (STEDFAST)

   Tools | 09 Aug 2018 | Contributor(s):: Prabudhya Roy Roy Chowdhury, Adam Sandor Garrett, Colleen Reynolds, Xiulin Ruan

   Perform a genetic algorithm to optimize superlattice structures.

5. Genetic Algorithm Based Tight Binding Parameterisation

   Papers | 08 Aug 2018 | Contributor(s):: Samik Mukherjee

   This paper is a short description on how to use MATLAB genetic algorithm toolbox for generating tight binding parameters. A Hamiltonian is constructed and interfaced with MATLAB genetic algorithm for generating parameters that have been put in NEMO5 quantum transport software.

6. 

   Edoardo Emilio Coronado

   https://nanohub.org/members/66233

7. Genetic algorithm

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

   A simple cut-paste-mutation genetic evolution method