journal article·2026-01Open access

State of art in regularization methods for numerical analysis of structures with softening

Jiahui Shen, Mário Rui Tiago Arruda, Alfonso Pagani

Abstract

This paper provides an extensive review of popular regularization methods utilized in numerical models to stabilize the structural response of materials exhibiting significant softening. The necessity for regularization is highlighted in cases of material softening, which is attributed to the loss of ellipticity in the governing differential equations. It discusses the advantages and disadvantages of the regularization methods most commonly employed in the scientific community. Furthermore, the paper highlights recent advancements, particularly in defining internal length within nonlocal models and characteristic element length in fracture energy regularization methods, as alternative solutions to address the limitations inherent in traditional approaches.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Composite Structure Analysis and Optimization · Composite Material Mechanics · Numerical methods in engineering

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Mul2 Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Torino, Italy

Department of Structures, Structural Behaviour Unit, LNEC – National Laboratory of Civil Engineering, Lisboa, Portugal

Funding

H2020 European Research Council

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