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Computational materials design: recent advances and open challenges related to colorimetry
Author(s) -
Trémeau Alain,
Colantoni Philippe,
Hébert Mathieu
Publication year - 2020
Publication title -
coloration technology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.297
H-Index - 49
eISSN - 1478-4408
pISSN - 1472-3581
DOI - 10.1111/cote.12498
Subject(s) - computer science , colorimetry , domain (mathematical analysis) , computational model , design elements and principles , artificial intelligence , software engineering , mathematics , computer vision , mathematical analysis
Abstract Computational materials design aims at designing, simulating and predicting innovative materials. This paper reviews a few open challenges in the domain of computational materials design related to the colour appearance of materials. These relatively recent fields of research necessitate revisiting the fundamentals of colorimetry, such as reflectance models. First, we address the virtual design and the simulation of innovative materials, which requires modelling their appearance and fundamental properties. Then we discuss the latest advancements in the machine‐learning domain that have highly revolutionised computational and data‐minded methodologies, which are used for the design innovation, discovery and optimisation of materials.