Maryam Reza

According to our database, Maryam Reza authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multiscale autonomous forecasting of plasma systems' dynamics using neural networks.

Farbod Faraji, Maryam Reza

CoRR, February, 2025

Shallow recurrent decoder for reduced order modeling of <i>E</i> × <i>B</i> plasma dynamics.

Farbod Faraji, Maryam Reza, J. Nathan Kutz

Mach. Learn. Sci. Technol., 2025

2024

Machine Learning Applications to Computational Plasma Physics and Reduced-Order Plasma Modeling: A Perspective.

Farbod Faraji, Maryam Reza

CoRR, 2024

Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics.

J. Nathan Kutz, Maryam Reza, Farbod Faraji, Aaron Knoll

CoRR, 2024

Data-driven local operator finding for reduced-order modelling of plasma systems: II. Application to parametric dynamics.

Farbod Faraji, Maryam Reza, Aaron Knoll, J. Nathan Kutz

CoRR, 2024

Data-driven local operator finding for reduced-order modelling of plasma systems: I. Concept and verifications.

Farbod Faraji, Maryam Reza, Aaron Knoll, J. Nathan Kutz

CoRR, 2024

2023

Dynamic Mode Decomposition for data-driven analysis and reduced-order modelling of ExB plasmas: II. dynamics forecasting.

Farbod Faraji, Maryam Reza, Aaron Knoll, J. Nathan Kutz

CoRR, 2023

Dynamic Mode Decomposition for data-driven analysis and reduced-order modelling of ExB plasmas: I. Extraction of spatiotemporally coherent patterns.

Farbod Faraji, Maryam Reza, Aaron Knoll, J. Nathan Kutz

CoRR, 2023