Machine Learning-Based Methods for Materials Inverse Design: A Review
Yingli Liu, Yuting Cui, Haihe Zhou, Tao Shen, Sheng Lei, Haibin Yuan, Jiancheng Yin
2025Computers, materials & continua/Computers, materials & continua (Print)23 citationsDOIOpen Access PDF
Abstract
Finding materials with specific properties is a hot topic in materials science. Traditional materials design relies on empirical and trial-and-error methods, requiring extensive experiments and time, resulting in high costs. ... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
Computer scienceInverseArtificial intelligenceMathematicsGeometryMachine Learning in Materials ScienceManufacturing Process and OptimizationAdditive Manufacturing and 3D Printing Technologies