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Real-Time Prediction of Plasma Instabilities with Sparse-Grid-Accelerated Optimized Dynamic Mode Decomposition

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The global version of the gyrokinetic turbulence code GENE
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Parametric dynamic mode decomposition for reduced order modeling
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On error estimation for reduced-order modeling of linear non-parametric and parametric systems
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Efficient reduced-basis treatment of nonaffine and nonlinear partial differential equations
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Exceptional points in linear gyrokinetics
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Dynamic mode decomposition for plasma diagnostics and validation
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Characterizing magnetized plasmas with dynamic mode decomposition
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Continuum electromagnetic gyrokinetic simulations of turbulence in the tokamak scrape-off layer and laboratory devices
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Machine learning for nonintrusive model order reduction of the parametric inviscid transonic flow past an airfoil
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Field-aligned coordinates for nonlinear simulations of tokamak turbulence
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Comparisons and physics basis of tokamak transport models and turbulence simulations
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Electron temperature gradient driven turbulence
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Toward exascale whole-device modeling of fusion devices: Porting the GENE gyrokinetic microturbulence code to GPU
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Reduced models for ETG transport in the tokamak pedestal
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ETG turbulence in a tokamak pedestal
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A fast neural network surrogate model for the eigenvalues of QuaLiKiz
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Velocity–space structures of distribution function in toroidal ion temperature gradient turbulence
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Gyrokinetic simulations of turbulent transport
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Dynamic mode decomposition for data-driven analysis and reduced-order modeling of E × B plasmas: II. Dynamics forecasting
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Spectral transition of multiscale turbulence in the tokamak pedestal
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Accelerating Hasegawa–Wakatani simulations with machine learning for out-of-distribution predictions
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Dynamic mode decomposition for gyrokinetic eigenmode analysis
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Nonlinear gyrokinetic predictions of SPARC burning plasma profiles enabled by surrogate modeling
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Plasma surrogate modelling using Fourier neural operators
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Modeling electron temperature profiles in the pedestal with simple formulas for ETG transport
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On the Lebesgue constant of weighted Leja points for Lagrange interpolation on unbounded domains
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Transition between Saturation Regimes of Gyrokinetic Turbulence
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Stellarator Turbulence: Subdominant Eigenmodes and Quasilinear Modeling
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Nonlinear Electromagnetic Stabilization of Plasma Microturbulence
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Regime of Improved Confinement and High Beta in Neutral-Beam-Heated Divertor Discharges of the ASDEX Tokamak
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Electron Temperature Gradient Turbulence
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Foundations of nonlinear gyrokinetic theory
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VPIC 2.0: Next Generation Particle-in-Cell Simulations
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Turbulent Transport Reduction by Zonal Flows: Massively Parallel Simulations
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Dynamic Mode Decomposition
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An Online Method for Interpolating Linear Parametric Reduced-Order Models
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A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems
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Adaptive Leja Sparse Grid Constructions for Stochastic Collocation and High-Dimensional Approximation
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An Efficient, Globally Convergent Method for Optimization Under Uncertainty Using Adaptive Model Reduction and Sparse Grids
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Nonintrusive Reduced-Order Models for Parametric Partial Differential Equations via Data-Driven Operator Inference
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A Dynamic Mode Decomposition Extension for the Forecasting of Parametric Dynamical Systems
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Variable Projection Methods for an Optimized Dynamic Mode Decomposition
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Barycentric Lagrange Interpolation
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SLEPc
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A parallel implementation of Davidson methods for large-scale eigenvalue problems in SLEPc
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Model reduction on manifolds: A differential geometric framework
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