Results 241 to 250 of about 5,428,738 (277)

An Introduction to Materials Informatics

exaly   +3 more sources

Scaling laws as a tool of materials informatics

JOM, 2008
This paper discusses the utility of scaling laws to materials informatics and presents the algorithm Scaling LAW (SLAW), useful to obtain scaling laws from statistical data. These laws can be used to extrapolate known materials property data to untested materials by using other more readily available information.
Mendez, Patricio F, Furrer, Reinhard, Ford, Ryan, Ordóñez, Fernando   +3 more
openaire   +2 more sources

Materials Informatics

Statistical Analysis and Data Mining: The ASA Data Science Journal, 2009
Krishna Rajan, Patricio F. Mendez
openaire   +3 more sources

Materials informatics: a journey towards material design and synthesis

Dalton Transactions, 2016
Issues involving database management, implementing machine learning, and platform design for materials informatics are discussed with potential solutions.
Keisuke Takahashi, Yuzuru Tanaka
openaire   +2 more sources

Materials Informatics Opens the Door for Dental Materials Development

Journal of Dental Research
Materials informatics (MI) has gained attention as a data-driven approach to accelerating material optimization in several fields. By leveraging computational methods, recent advancements in artificial intelligence, and large datasets, MI is poised to significantly accelerate the development of various materials.
S. Yamaguchi, H. Li, A. Tichy, F. Schwendicke, S. Imazato   +4 more
openaire   +2 more sources

An Introduction to Materials Informatics and Catalysts Informatics

2023
Keisuke Takahashi, Lauren Takahashi
openaire   +1 more source

Data and Materials and Catalysts Informatics

2022
Keisuke Takahashi, Lauren Takahashi
openaire   +1 more source

The significance of materials informatics on material science

Applied and Computational Engineering
In 2011, U.S. President Barack Obama proposed the Material Genome Project. Want to high high-speed and low-cost methods to develop material science, which promoted the rapid development of materials informatics. Materials informatics is an interdisciplinary field that employs the principles of informatics to enhance the comprehension, utilization, and ...
openaire   +1 more source

JAMIP: an artificial-intelligence aided data-driven infrastructure for computational materials informatics

Science Bulletin, 2021
Jian Lv, Lijun Zhang, Jiahao Xie
exaly  

Reducing Time to Discovery: Materials and Molecular Modeling, Imaging, Informatics, and Integration

ACS Nano, 2021
Sergei V. Kalinin, Joshua C Agar, Yongsoo Yang   +2 more
exaly