Concepedia
Statistics
Publications
15
Citations
2K
H-Index
13
Active since
2016
Affiliations
Argonne National Laboratory(Current)
University of Washington Applied Physics Laboratory
Georgia Institute of Technology
University of Washington
Bethany Lusch is an author at Argonne National Laboratory specializing in engineering, data science, and computer science.
Top concepts
EngineeringData ScienceComputer ScienceMachine LearningTurbulenceFluid DynamicsManagementData ManagementSoftware AnalysisSystems Engineering
Publications per year
2016–2023
Deep learning for universal linear embeddings of nonlinear dynamics
Bethany Lusch, J. Nathan Kutz, Steven L. Brunton · Nature Communications · 2018 · 1.3K citations · Full text
Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders
Romit Maulik, Bethany Lusch, Prasanna Balaprakash · Physics of Fluids · 2021 · 273 citations · Full text
Time-series learning of latent-space dynamics for reduced-order model closure
Romit Maulik, Arvind Mohan, Bethany Lusch et al. · Physica D Nonlinear Phenomena · 2020 · 124 citations · Full text
Latent Modeling, Time-series Learning, Nonlinear Time Series
A turbulent eddy-viscosity surrogate modeling framework for Reynolds-averaged Navier-Stokes simulations
Romit Maulik, Himanshu Sharma, Saumil Patel et al. · Computers & Fluids · 2020 · 76 citations
Engineering, Fluid Mechanics, Turbulence Modeling +6
Inferring connectivity in networked dynamical systems: Challenges using Granger causality
Bethany Lusch, Pedro D. Maia, J. Nathan Kutz · Physical review. E · 2016 · 47 citations
Engineering, Interaction Network, Network Analysis +18
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