Accelerating Computational Damage Analysis of Composites with a Hybrid Implicit–Explicit Approach

Composite materials and structures are widely used in the aerospace industry. Computational progressive damage and failure analysis (PDFA) is critical to composite structural safety certification but remains computationally heavy, often requiring hours to weeks to yield valid damage predictions. In this paper, we propose a hybrid implicit–explicit (HIMEX) approach to perform PDFA for composites. HIMEX is implemented as an automated state-transfer workflow in ABAQUS that switches from implicit to explicit analysis during PDFA. It initiates the analysis with implicit algorithms for the early, minimal-damage stage, then seamlessly transfers to an explicit analysis once significant damage evolution begins. In this way, HIMEX leverages the efficiency of implicit algorithms and the robustness of explicit algorithms. Its effectiveness is demonstrated with open-hole tension/compression and compression-after-impact problems, showing computational efficiency improvements of up to 56% and accuracy losses below 5%, mostly under 2%, relative to fully explicit analyses. Rather than developing a new finite element (FE) solver or constitutive model, HIMEX leverages native implicit/explicit solvers and PDFA material models. Thus, HIMEX can be implemented in most commercial FE packages, provided that the required material state information can be transferred consistently. The proposed HIMEX approach may significantly accelerate PDFA for composites.

Authors

Institutions

Publication Details

Journal
AIAA Journal
Published
2026-09-22
DOI
https://doi.org/10.2514/1.j066557
Primary Topic
Model Reduction and Neural Networks
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Accelerating Computational Damage Analysis of Composites with a Hybrid Implicit–Explicit Approach

Shiyao Lin, Muhammed Jawaad Zulqernine
AIAA Journal
Model Reduction and Neural Networks
article

Accelerating Computational Damage Analysis of Composites with a Hybrid Implicit–Explicit Approach

Shiyao Lin, Muhammed Jawaad Zulqernine
article en

Abstract

Composite materials and structures are widely used in the aerospace industry. Computational progressive damage and failure analysis (PDFA) is critical to composite structural safety certification but remains computationally heavy, often requiring hours to weeks to yield valid damage predictions. In this paper, we propose a hybrid implicit–explicit (HIMEX) approach to perform PDFA for composites. HIMEX is implemented as an automated state-transfer workflow in ABAQUS that switches from implicit to explicit analysis during PDFA. It initiates the analysis with implicit algorithms for the early, minimal-damage stage, then seamlessly transfers to an explicit analysis once significant damage evolution begins. In this way, HIMEX leverages the efficiency of implicit algorithms and the robustness of explicit algorithms. Its effectiveness is demonstrated with open-hole tension/compression and compression-after-impact problems, showing computational efficiency improvements of up to 56% and accuracy losses below 5%, mostly under 2%, relative to fully explicit analyses. Rather than developing a new finite element (FE) solver or constitutive model, HIMEX leverages native implicit/explicit solvers and PDFA material models. Thus, HIMEX can be implemented in most commercial FE packages, provided that the required material state information can be transferred consistently. The proposed HIMEX approach may significantly accelerate PDFA for composites.

AIAA Journal
The University of Texas at Arlington (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 10%
Model Reduction and Neural Networks
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Accelerating Computational Damage Analysis of Composites with a Hybrid Implicit–Explicit Approach — Shiyao Lin, Muhammed Jawaad Zulqernine · AIAA Journal (2026) | TGRS Research Map | TGRS