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Rootfinding and Optimization Techniques for Solving Nonlinear Systems of Equations Arising from Cohesive Zone Models

Alberto Cattaneo, Varun Shankar, M. Keith Ballard

26/2/25 Published in : arXiv:2502.19583

While approaches to model the progression of fracture have received significant attention, methods to find the solution to the associated nonlinear equations have not. In general, nonlinear solution methods and optimization methods have a rich body of work spanning back to at least the first century, providing the opportunity for advancement in the field of computational discrete damage modeling. In this paper, we explore the performance of established methods when applied to problems involving cohesive zone models to identify promising methods for further improvement in this specialized application. We first use a simple 1D example problem with low degrees of freedom (DoF) to compare nonlinear solution methods, thereby allowing for both straightforward and intuitive visualization of the residual space and reasoning about the cause for each method's performance. We then explore the impact of higher DoF discretizations of the same problem on the performance of the solution methods. Finally, we discuss techniques to improve performance or to overcome limitations of the various methods.

Entire article

Phase I & II research project(s)

  • Field Theory
  • Geometry, Topology and Physics

Phase III direction(s)

  • From Field Theory to Geometry and Topology

Bootstrapping \mathcal{N} = 4 sYM correlators using Integrability and Localization

BV description of N = 1, D = 4 Supergravity in the first order formalism

  • Leading house

  • Co-leading house


The National Centres of Competence in Research (NCCRs) are a funding scheme of the Swiss National Science Foundation

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