Daniel Speckhard

Member of the Fritz Haber Institute since January 2022
Phone: +49 30 8413 4854
Room: T 1.04
E-mail: speckhard@fhi-berlin.mpg.de

Research Topics

• "Machine learning for materials science data"

• Estimating uncertainty in heterogeneous DFT data

• Statistical learning of material properties

• Improving normalizing and parsing of DFT data in NOMAD

Methods

• SISSO, Decision Trees, Neural Networks

• All electron Density Functional Theory codes (FHI-AIMs, Exciting)

• Kibana, Elastic Search

Recent publications at the FHI