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Filtering by: License https://creativecommons.org/licenses/by/4.0/ Keyword Machine learning

Machine Learning-Based Experimental Design in Materials Science

Description/Abstract:

In materials design and discovery processes, optimal experimental design (OED) algorithms are getting more popular. OED is often modeled ...

Keyword:

Machine learning, Materials design, and Optimal experiment design

Resource Type:

Part of Book

Author:

Tsuda, Koji and Dieb, Thaer M.

Journal:

Nanoinformatics

Date Uploaded:

02/10/2020

Date Modified:

16/10/2020
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning

Description/Abstract:

Machine learning is emerging as a powerful tool for the discovery of novel high-performance functional materials. However, experimental d...

Keyword:

Machine learning, active learning, and adhesive

Resource Type:

Article

Author:

Pruksawan, Sirawit, Lambard, Guillaume, Samitsu, Sadaki, Sodeyama, Keitaro, and Naito, Masanobu

Journal:

Science and Technology of Advanced Materials

Date Uploaded:

02/01/2021

Date Modified:

18/10/2022