activity
20162024
most citedOn the Stability and Convergence of Physics Informed Neural Networks

3 citations · 4 across the 7 of their papers we have counts for

collaborators

8 papers

math.AP2024

Eigenvalue Inequalities for Fully Nonlinear Elliptic Equations via the Alexandroff-Bakelman-Pucci Method

Dimitrios Gazoulis

In this work we establish eigenvalue inequalities for elliptic differential operators either for Dirichlet or for Robin eigenvalue problems, by using the technique introduced by Al…

math.AP2023

Gradient Bounds and Liouville theorems for Quasi-linear equations on compact Manifolds with nonnegative Ricci curvature

Dimitrios Gazoulis, George Zacharopoulos

In this work we establish a gradient bound and Liouville-type theorems for solutions to Quasi-linear elliptic equations on compact Riemannian Manifolds with nonnegative Ricci curva…

math.NA2023★ 3 cited

On the Stability and Convergence of Physics Informed Neural Networks

Dimitrios Gazoulis, Ioannis Gkanis, Charalambos G. Makridakis

Physics Informed Neural Networks is a numerical method which uses neural networks to approximate solutions of partial differential equations. It has received a lot of attention and…

math.AP2023

Applications of P-functions to Fully Nonlinear Elliptic equations: Gradient Estimates and Rigidity Results

Dimitrios Gazoulis

We introduce the notion of functions for fully nonlinear equations and establish a general criterion for obtaining such quantities for this class of equations. Some applicati…

math.AP2023

On the -convergence of the Allen-Cahn functional with boundary conditions

Dimitrios Gazoulis

We study minimizers of the Allen-Cahn system. We consider the -energy functional with Dirichlet values and we establish the -limit. The minimizers of the limitin…

math.AP2022★ 1 cited

A Relation of the Allen-Cahn equations and the Euler equations and applications of the Equipartition

Dimitrios Gazoulis

We will prove that solutions of the Allen-Cahn equations that satisfy the equipartition can be transformed into solutions of the Euler equations with constant pressure. As a conseq…

math.AP2021

Entire minimizers of Allen-Cahn systems with sub-quadratic potentials

Nicholas D. Alikakos, Dimitrios Gazoulis, Arghir Zarnescu

We study entire minimizers of the Allen-Cahn systems. The specific feature of our systems are potentials having a finite number of global minima, with sub-quadratic behaviour local…

math.AP2016

On Almost Entire Solutions Of The Burgers Equation

Nicholas Alikakos, Dimitrios Gazoulis

Solutions that satisfy classically the Burgers equation except, perhaps, on a closed set S of the plane of potential singularities whose Hausdorff 1-measure is zero, ,…