Researcher

• Develop statistical and machine learning techniques and associated software to characterize, model, and fuse multiple sources of information
• Characterize disruptive events and their impacts on infrastructure such as power grids
• Evaluate and communicate research results through written reports and presentations
• Participate in group meetings and seminars
• Assist in engineering and writing statistics and deep learning software
• Conduct statistical and probabilistic data analysis
• Design algorithms and develop publications
• Draft and publish technical reports, conference papers, and journal publications
• Attend and present research at technical conferences
• Collaborate with multidisciplinary research teams, industry, academia, and other national laboratories

Postdoctoral researcher developing statistical learning models for NLR’s energy systems research

Post-doctoral Researcher – Statistical Learning and Modeling

Postdoctoral researcher developing statistical and deep learning methods for NLR’s energy systems research. Modeling disruptive events and infrastructure impacts using scientific datasets and software.

• Conduct research on the future of the U.S. power system
• Support model design and code development for long-term energy systems planning and analysis
• Focus on energy demand forecasting, end-use-sector load profiles, equipment stock turnover, and end-use technology adoption modeling
• Contribute to advanced methods for capacity expansion modeling
• Research power system planning and operation rules, trends, and issues
• Execute quality control methods
• Research, acquire, organize, and analyze large datasets
• Develop flexible data architectures for infrastructure systems
• Collaborate with analysts on other modeling teams to relate model inputs and outputs
• Execute scenarios and analyze and interpret results for reporting
• Communicate results internally and externally
• Write and publish analyses in peer-reviewed journals and technical reports
• Assist in developing proposals for new work

Postdoctoral researcher modeling U.S. power systems at an energy innovation laboratory

Postdoctoral Researcher – Power Systems Modeling and Analysis

Postdoctoral researcher developing power-system models for the National Laboratory of the Rockies. Forecasting demand, analyzing grid scenarios, and informing secure, affordable U.S. energy planning.

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Post-doctoral Researcher – Statistical Learning and Modeling

Postdoctoral Researcher – Power Systems Modeling and Analysis