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Numerical Analysis

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Numerical Analysis

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Research Frontiers in Multigrid Solver Optimization

Design of efficient multi-level iterative solvers that exploit problem hierarchies to accelerate convergence of large linear systems.

Algebraic Multigrid on Heterogeneous Computing Architectures
Multilevel Methods for Non-Symmetric and Indefinite Systems
Adaptive Coarsening Strategies in Unstructured Mesh Hierarchies
Machine Learning Acceleration of Multigrid Convergence
Multilevel Solvers for Coupled Multiphysics Problems
Geometry-Aware Smoothing Operators in Multigrid Methods
Multigrid Preconditioning for Saddle-Point and Mixed Formulations
Optimal Transport and Coarsening in Multilevel Hierarchies
Fourier Analysis of Smoothers in Variable-Coefficient Operators
Multigrid Methods for Fractional Differential Equations

All Numerical Analysis PhD categories