Amanda Bienz

Assistant Professor at The University of New Mexico

Albuquerque, New Mexico, United States
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Summary

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Amanda Bienz is an assistant professor of computer science at the University of New Mexico with 11 years of experience focused on high-performance and scientific computing. Her research advances scalable sparse linear algebra and topology-aware, locality-optimized communication for parallel numerical methods, including sparse solvers, iterative and multigrid techniques. She combines deep academic training (Ph.D., UIUC) with hands-on work at national labs and international research centers to reduce communication costs in SpMV and SpGEMM on modern HPC systems. Known for exploring non-Galerkin coarse grids and asynchronous, topology-aware approaches, she bridges theoretical algorithm design with practical performance engineering on real supercomputing architectures.
code10 years of coding experience
job6 years of employment as a software developer
bookBachelor of Science (BS), Mathematics and Computer Science, Bachelor of Science (BS), Mathematics and Computer Science at Elon University
bookUniversity of Illinois Urbana-Champaign
languagesEnglish
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Stackoverflow

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Github Skills (22)

sparse10
parallel10
solver10
mpi10
cpp10
high-performance10
lists9
algorithms9
hpc9
scientific-computing9
trilinos8
shell3
bash3
linux2
topology2

Programming languages (2)

C++Python

Github contributions (5)

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bienz2/Streamline

Mar 2018 - Aug 2019

MPI library with node-aware point-to-point communication
Contributions:13 commits, 1 PR, 11 pushes in 1 year 5 months
pointmpi-librarympicommunication
bienz2/BenchPress

Jun 2020 - Nov 2022

Contributions:75 commits, 24 pushes, 1 branch in 2 years 6 months
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Amanda Bienz - Assistant Professor at The University of New Mexico