Allison Baker is a Project Scientist at the National Center for Atmospheric Research (NCAR). Her research interests include high-performance computing, performance analysis, iterative solvers, Earth System models, data compression, and verification techniques. She earned her Ph.D. in Applied Mathematics from the University of Colorado in 2003. Then she joined the Center for Applied Scientific Computing at Livermore National Laboratory, where she made contributions to parallel algebraic multigrid methods and preparations for exascale computing as part of the HYPRE solvers team. In 2012, she joined the Application Scalability and Performance group at NCAR and works primarily on improvement efforts for the Community Earth System Model (CESM). Most recently, she has led the development of tools for determining whether CESM climate runs are statistically distinguishable (for scenarios where bit-for-bit reproducibility is not possible) and investigations into the feasibility and science implications of applying lossy data compression to CESM output data.
Data Analytics, Compression, and Management