NOMAD Artificial Intelligence Toolkit
The NOMAD Artificial Intelligence Toolkit contains powerful tools for finding completely new patterns and information in materials science Big Data
The preparation, synthesis, and characterization of new materials is a complex and costly aspect of materials design. The number of possible materials is practically infinite, about 200,000 materials are “known” to exist. But the basic properties (e.g., optical gap, elasticity constants, plasticity, piezoelectric tensors, conductivity, etc.) have been determined for very few of them.
NOMAD develops and provides a big set of tools- the Artificial Intelligence Toolkit - using the latest machine learning and artificial intelligence approaches that make it possible to sort all available material data, to identify correlations and structures, and to detect trends and anomalies. Thus, the Artificial Intelligence Toolkit enables scientists and engineers to decide which materials are useful for specific applications or which new materials should be the focus of future studies.
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