Reza, Maryam

1. Machine Learning Applications to Computational Plasma Physics and Reduced-Order Plasma Modeling: A Perspective
   2024/09/04 by Farbod Faraji, Maryam Reza, Faraji, Farbod +1 · 1 voice · 5 citations
   #physics.plasm-ph #cs.LG #physics.comp-ph
2. Dynamic Mode Decomposition for data-driven analysis and reduced-order modelling of ExB plasmas: II. dynamics forecasting
   2023/08/26 by Faraji, Farbod, Reza, Maryam, Knoll, Aaron +1 · 2 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Plasma Physics (physics.plasm-ph)
3. Dynamic Mode Decomposition for data-driven analysis and reduced-order modelling of ExB plasmas: I. Extraction of spatiotemporally coherent patterns
   2023/08/26 by Faraji, Farbod, Reza, Maryam, Knoll, Aaron +1 · 2 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Plasma Physics (physics.plasm-ph)
4. Data-driven local operator finding for reduced-order modelling of plasma systems: II. Application to parametric dynamics
   2024/03/03 by Faraji, Farbod, Reza, Maryam, Knoll, Aaron +1 · 2 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Plasma Physics (physics.plasm-ph)
5. Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics
   2024/05/20 by J. Nathan Kutz, Maryam Reza, Kutz, J. Nathan +5 · 1 citation
   Engineering · Mathematics · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Numerical methods for differential equations #Particle accelerators and beam dynamics #Pattern Formation and Solitons (nlin.PS) #Plasma Diagnostics and Applications #Plasma Physics (physics.plasm-ph)