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Kristin Munch

Manager, Data, Analysis and Visualization Group

Kristin.Munch@nrel.gov | 303-275-4012

Dr. Munch is a Computer Scientist who has worked in the Computational Science Center at NREL since 2009 and serves as the group manager of the Data, Analysis and Visualization Group. In addition to her group manager role, Kristin also works across all scientific domains at NREL in the area of scientific data management, database and data systems design, database clusters, storage systems integration, and distributed data analytics. She has used her experience in laboratory data management systems, lab process workflows, data modeling, and complex data structures to help develop data systems covering both big data and traditional data architectures in the National Center for Photovoltaics, the National Wind Technology Center, the Bioenergy Research Center, the National Bioenergy Center, Energy Systems Integration, and many other programs at NREL. 

Research Interests

Scientific data management 

Big Data systems architecture and analytics 

Distributed database clusters 

Data storage systems design and integration 

Data modeling 

Laboratory data management and workflows

Education

Ph.D., Computer Science, University of Minnesota 

M.S., Computer Engineering, University of Mississippi

B.S., Mathematics, Millsaps College 

Featured Publications

Biomass Accessibility Analysis Using Electron Tomography, Biotechnology for Biofuels Vol. 8 (2015)

Handling Large and Complex Data in a Photovoltaic Research Institution Using a Custom Laboratory Information Management System, Materials Research Society Fall Meeting (2013)

Photovoltaics Informatics: Harnessing Energy Science via Data-driven Approaches, Materials Research Society Symposium (2011)

Combinatorial and High-Throughput Methods in Materials Science, Materials Research Society Symposium (2011)

Gearbox Reliability Collaborative: Gearbox Inspection Metadata, NREL Technical Report (2010)