Moderne Schatzkarten: Data Driven Materials Design : Datenanalyse für das Design neuer Materialien
In dem Projekt „Data Driven Materials Design“ lag der Schwerpunkt einerseits auf dem Abgleich von Daten aus Modellierung und Experiment sowie im Auffinden von Korrelationen von Eigenschaften des Materials und seiner Zusammensetzung wie auch die Relation zwischen Materialeigenschaften und Prozessparametern.
High-throughput synthesis and
high-throughput simulations hold
great potential for a faster and more
cost efficient discovery and development
of new materials. While
it is generally acknowledged that
dedicated data science is essential for
an adequate analysis of the massive
amount of data that is generated in
high-throughput processes, in practice,
methods from data science and
statistical learning only very recently
entered the field of materials science.
This was the main thrust of the project
‘Data Driven Materials Design’,
where the expertise from groups in
materials science and data science was
combined for a faster and more efficient
analysis of large experimental
and simulated data sets.
Vorschau
