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20082026
most citedPhysics guided machine learning using simplified theories

135 citations · 187 across the 14 of their papers we have counts for

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7 papers · 1 filter

math.NA2026

Coupling of Local and Nonlocal Problems Using Local Boundary Conditions

Burak Aksoylu, Fatih Celiker, Patrick Diehl

We present a novel coupling method for local and nonlocal diffusion problems in 1D. Unlike other methods, our coupling method exclusively uses local boundary conditions. This is po…

math.NA2011

Goal-Oriented Adaptivity and Multilevel Preconditioning for the Poisson-Boltzmann Equation

Burak Aksoylu, Stephen Bond, Eric Cyr +1

In this article, we develop goal-oriented error indicators to drive adaptive refinement algorithms for the Poisson-Boltzmann equation. Empirical results for the solvation free ener…

math.NA2010★ 1 cited

Local Refinement and Multilevel Preconditioning: Implementation and Numerical Experiments

Burak Aksoylu, Stephen Bond, Michael Holst

In this paper, we examine a number of additive and multiplicative multilevel iterative methods and preconditioners in the setting of two-dimensional local mesh refinement. While st…

math.NA2010★ 1 cited

Optimality of multilevel preconditioners for local mesh refinement in three dimensions

Burak Aksoylu, Michael Holst

In this article, we establish optimality of the Bramble-Pasciak-Xu (BPX) norm equivalence and optimality of the wavelet modified (or stabilized) hierarchical basis (WHB) preconditi…

math.NA2009

Robust multigrid preconditioners for the high-contrast biharmonic plate equation

Burak Aksoylu, Zuhal Yeter

We study the high-contrast biharmonic plate equation with HCT and Morley discretizations. We construct a preconditioner that is robust with respect to contrast size and mesh size s…

math.NA2009

Variational Theory and Domain Decomposition for Nonlocal Problems

Burak Aksoylu, Michael L. Parks

In this article we present the first results on domain decomposition methods for nonlocal operators. We present a nonlocal variational formulation for these operators and establish…