Bethany Lusch

Bethany Lusch

Assistant Computer Scientist

Argonne National Laboratory

Biography

Dr. Bethany Lusch is an Assistant Computer Scientist in the data science group at the Argonne Leadership Computing Facility at Argonne National Lab. Her research expertise includes developing methods and tools to integrate AI with science, especially for dynamical systems and PDE-based simulations. Her recent work includes developing machine-learning emulators to replace expensive parts of simulations, such as computational fluid dynamics simulations of engines and climate simulations. She is also working on methods that incorporate domain knowledge in machine learning, representation learning, and using machine learning to analyze supercomputer logs. She holds a PhD and MS in applied mathematics from the University of Washington and a BS in mathematics from the University of Notre Dame.

Interests

  • Scientific Machine Learning
  • Dynamical Systems
  • Supercomputing

Education

  • PhD in Applied Mathematics, 2016

    University of Washington

  • MS in Applied Mathematics, 2011

    University of Washington

  • BS in Mathematics (Honors), 2010

    University of Notre Dame

Experience

 
 
 
 
 

Assistant Computer Scientist

Argonne National Laboratory

Nov 2018 – Present Lemont, IL
 
 
 
 
 

Research Associate

University of Washington

Oct 2016 – Oct 2018 Seattle, WA

Awards

NPSC Fellow

Six-Year Graduate Fellowship

NSF-SUMR Scholarship

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