cfrp

The open source aero cockpit for ultracycling (CFRP + 3d printed parts)

This project employs machine learning and synthetic dataset to predict the peak equivalent stress imposed on a CFRP wrapped HDD overbend

Open-source Python toolkit for classical laminate theory, laminate stiffness analysis and composite failure criteria.

GNN-based Structural Health Monitoring for CFRP/Al-Honeycomb rocket fairing — debonding defect detection using Graph Neural Networks with FEM-generated datasets

ML surface-roughness (Ra) prediction for CFRP milling — TUSAŞ Lift Up graduation project (MACHINOVA): RSM regression, desktop app & REST API.

Classifying damage types in carbon-fibre composites from FFT features of acoustic emission signals: single MLP vs. two-stage design (MATLAB). Write-up only, data and code private.

GNN-based CFRP defect localization framework — companion code for Frontiers in Materials 2025 (DOI: 10.3389/fmats.2025.1652484)

Progressive damage FEA of a Type III COPV in Abaqus, custom Hashin failure UMAT (Intel Fortran) for T700/CFRP overwrap, Al 6061-T6 liner, Ti-6Al-4V boss, cohesive zone interface, 18,539 hex elements, four pressure regimes from 52.5 MPa proof load to 2500 MPa material limit investigation.

Open, re-runnable calculations for the ACI 440.2R checks for carbon fiber strengthening of a concrete beam.