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20182026
most citedExponential Convergence of Deep Operator Networks for Elliptic Partial Differential Equations

26 citations · 100 across the 15 of their papers we have counts for

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Showing 2020Show all

5 papers · 1 filter

math.NA2020★ 20 cited

Exponential ReLU Neural Network Approximation Rates for Point and Edge Singularities

Carlo Marcati, Joost A. A. Opschoor, Philipp C. Petersen +1

We prove exponential expressivity with stable ReLU Neural Networks (ReLU NNs) in for weighted analytic function classes in certain polytopal domains , in space dimensio…

math.AP2020★ 1 cited

Weighted analyticity of Hartree-Fock eigenfunctions

Yvon Maday, Carlo Marcati

We prove analytic-type estimates in weighted Sobolev spaces on the eigenfunctions of a class of elliptic and nonlinear eigenvalue problems with singular potentials, which includes…

math.NA2020

Low rank tensor approximation of singularly perturbed partial differential equations in one dimension

Carlo Marcati, Maxim Rakhuba, Johan E. M. Ulander

We derive rank bounds on the quantized tensor train (QTT) compressed approximation of singularly perturbed reaction diffusion partial differential equations (PDEs) in one dimension…

math.NA2020

p- and hp- virtual elements for the Stokes problem

Alexey Chernov, Carlo Marcati, Lorenzo Mascotto

We analyse the p- and hp-versions of the virtual element method (VEM) for the the Stokes problem on a polygonal domain. The key tool in the analysis is the existence of a bijection…

math.AP2020★ 9 cited

Analytic regularity for the incompressible Navier-Stokes equations in polygons

Carlo Marcati, Christoph Schwab

In a plane polygon with straight sides, we prove analytic regularity of the Leray-Hopf solution of the stationary, viscous, and incompressible Navier-Stokes equations. We assum…