01 / Scientific software and research data
Code and data supporting my research and publications. Forks retain upstream attribution.
- Research outputs
- 15
- Software projects
- 8
- Datasets and benchmarks
- 7
02 / Selected research
Selected outputs
Research software / GitHub
Multiaxial fatigue library
Collaborative FABER WG4.3 Python library and method catalogue for comparing multiaxial fatigue criteria. Current calculations use single-frequency harmonic stress cycles for plain or smooth geometries.
View in catalogueBenchmark participant package / Zenodo
FABEST: blind fatigue-life prediction
Participant package for blind fatigue-life prediction of 42CrMo4+QT steel under multiaxial high-cycle loading. It includes rules, calibration data, load cases, specimen information and submission templates.
View in catalogueSoftware / GitHub
Effective Critical Plane (ECP)
MATLAB routines for fatigue assessment using stress–strain fields averaged over a material-dependent volume. Includes ANSYS post-processing, critical plane evaluation, calibration data and example cases.
View in catalogueSupporting research data / Zenodo
Welded joints under multiaxial loading
Experimental fatigue-life data and ECP predictions for welded joints under uniaxial and multiaxial loading. Individual text files distinguish geometry, loading, treatment and load ratio.
View in catalogue03 / Research outputs
Complete catalogue
8 GitHub repositories · 6 Zenodo resources · 1 additional dataset
15 resources · Selected research first.
No research outputs match the selected filters.
GitHubSelected research
Multiaxial fatigue library
Collaborative FABER WG4.3 Python library and method catalogue for comparing multiaxial fatigue criteria. Current calculations use single-frequency harmonic stress cycles for plain or smooth geometries.
Multiaxial fatigue
In development; independent scientific validation remains outstanding.
Latest commit:
Record details: Multiaxial fatigue library
Access: Public repository
Licence: MIT
Repository: andreachiocca/multiaxial-fatigue
Repository status: Not archived.
Active development. Some methods are partial or require review; independent validation against published or experimental datasets remains outstanding. Variable-amplitude histories, notch gradients and constitutive plasticity are future work. The review article is in preparation.
ZenodoSelected research
FABEST: blind fatigue-life prediction
Participant package for blind fatigue-life prediction of 42CrMo4+QT steel under multiaxial high-cycle loading. It includes rules, calibration data, load cases, specimen information and submission templates.
Fatigue benchmarking
Published: · v2.1.0 · Open files
- Zenodo: FABEST High-Cycle Fatigue Competition: Participant Package for Blind Fatigue-Life Prediction
- DOI: 10.5281/zenodo.21534682
- Research context
Record details: FABEST: blind fatigue-life prediction
Official title: FABEST High-Cycle Fatigue Competition: Participant Package for Blind Fatigue-Life Prediction
Creators: Chiocca, Andrea; Papuga, Jan; Gkantou, Michaela
Access: Open files
Version DOI: 10.5281/zenodo.21534682
All versions: 10.5281/zenodo.20934797
Earlier versions of this resource:
GitHub
sharCP
Python implementation of the Effective Critical Plane (ECP) approach for sharp weld toes and roots through a criterion-dependent equivalent notch radius. Calibration and independent fatigue-life prediction under Mode I and Mode III with Fatemi–Socie, Findley and Smith–Watson–Topper parameters.
Multiaxial fatigue
Latest commit:
Record details: sharCP
Access: Public repository
Licence: MIT
Repository: andreachiocca/sharCP
Repository status: Not archived.
Reduced finite element and experimental inputs are included. Complete meshes and the original calibration settings are not, so reproduction of every published result has not been independently verified. The associated article will be linked after publication; the related sharp-notch dataset is a restricted Zenodo record.
GitHub
SeAn-CP
Semi-analytical evaluation of critical plane fatigue factors, including non-proportional loading and material plasticity. Contains the original MATLAB implementation and a tested Python package (seancp) for the extended Fatemi–Socie search.
Critical plane methods
Latest commit:
Record details: SeAn-CP
Access: Public repository
Licence: GPL-3.0
Repository: andreachiocca/SeAn-CP
Repository status: Not archived.
Related publications bibliography entry 1.
Zenodo
Sharp-notch fatigue: Mode I and Mode III
Research data associated with sharp-notch fatigue under Mode I and Mode III loading. The record has restricted files; consult the landing page for access information.
Multiaxial fatigue
Restricted files · see the record for access conditions.
Published: · v1.0.0 · Restricted files
- Zenodo: Dataset for: "Fatigue assessment of sharp notches under Mode I and Mode III loading by means of a process volume based critical plane approach"
- DOI: 10.5281/zenodo.21875885
- Research context
Record details: Sharp-notch fatigue: Mode I and Mode III
Official title: Dataset for: "Fatigue assessment of sharp notches under Mode I and Mode III loading by means of a process volume based critical plane approach"
Creators: Chiocca, Andrea
Access: Restricted files
Version DOI: 10.5281/zenodo.21875885
All versions: 10.5281/zenodo.21875884
Zenodo
Welded joints under multiaxial loading
Experimental fatigue-life data and ECP predictions for welded joints under uniaxial and multiaxial loading. Individual text files distinguish geometry, loading, treatment and load ratio.
Multiaxial fatigue
Published: · Open files
- Zenodo: Dataset for: "Fatigue assessment of welded joints subjected to multiaxial loading conditions through the Effective Critical Plane approach"
- DOI: 10.5281/zenodo.18416255
- Research context
Record details: Welded joints under multiaxial loading
Official title: Dataset for: "Fatigue assessment of welded joints subjected to multiaxial loading conditions through the Effective Critical Plane approach"
Creators: Chiocca, Andrea; Frendo, Francesco
Access: Open files
Supporting data; Zenodo labels this record as Journal. It is listed here separately from the associated journal article.
Related publications bibliography entry 1.
Version DOI: 10.5281/zenodo.18416255
All versions: 10.5281/zenodo.18416254
GitHub
Effective Critical Plane (ECP)
MATLAB routines for fatigue assessment using stress–strain fields averaged over a material-dependent volume. Includes ANSYS post-processing, critical plane evaluation, calibration data and example cases.
Multiaxial fatigue
Latest commit:
Record details: Effective Critical Plane (ECP)
Access: Public repository
Licence: GPL-3.0
Repository: andreachiocca/ECP
Repository status: Not archived.
Related publications bibliography entry 1; bibliography entry 2; bibliography entry 3.
GitHub
CPOpt
MATLAB implementation for efficient evaluation of critical plane fatigue factors using tensor invariants and coordinate transformations. Includes Fatemi–Socie and Smith–Watson–Topper examples with ANSYS post-processing.
Critical plane methods
Latest commit:
Record details: CPOpt
Access: Public repository
Licence: GPL-3.0
Repository: andreachiocca/CPOpt-v1.0
Repository status: Not archived.
Related publications bibliography entry 1.
GitHub
FI-Sol
Closed-form evaluation of the Findley critical plane factor for linear-elastic materials under proportional loading. Includes MATLAB code and example data.
Critical plane methods
Latest commit:
Record details: FI-Sol
Access: Public repository
Licence: GPL-3.0
Repository: andreachiocca/FI-Sol
Repository status: Not archived.
Related publications bibliography entry 1.
Zenodo
Ductile cast iron under non-proportional loading
Raw and processed ductile cast iron fatigue data supporting ECP assessment under multiaxial and non-proportional loading, including experimental life, damage parameter and predicted life.
Multiaxial fatigue
Published: · Open files
- Zenodo: Dataset for: "Application of the Effective Critical Plane approach for the fatigue assessment of ductile cast iron under multiaxial and non-proportional loading conditions"
- DOI: 10.5281/zenodo.14198237
- Research context
Record details: Ductile cast iron under non-proportional loading
Official title: Dataset for: "Application of the Effective Critical Plane approach for the fatigue assessment of ductile cast iron under multiaxial and non-proportional loading conditions"
Creators: Chiocca, Andrea
Access: Open files
Supporting data; Zenodo labels this record as Data paper. It is listed here separately from the associated journal article.
Related publications bibliography entry 1.
Version DOI: 10.5281/zenodo.14198237
All versions: 10.5281/zenodo.14198236
GitHub
FS-Sol
Closed-form evaluation of the extended Fatemi–Socie parameter for isotropic linear-elastic materials under proportional loading. Includes MATLAB code, validation data and examples.
Critical plane methods
Latest commit:
Record details: FS-Sol
Access: Public repository
Licence: GPL-3.0
Repository: andreachiocca/FS-Sol
Repository status: Not archived.
Related publications bibliography entry 1.
Zenodo
Hybrid self-piercing riveted joints
Experimental time, displacement and force measurements from tensile tests on PEEL and LAP hybrid self-piercing riveted joints, with and without adhesive.
Experimental mechanics
Published: · Open files
- Zenodo: Tensile tests on PEEL and LAP hybrid self-pierce riveting joints with and without adhesive
- DOI: 10.5281/zenodo.12741922
- Research context
Record details: Hybrid self-piercing riveted joints
Official title: Tensile tests on PEEL and LAP hybrid self-pierce riveting joints with and without adhesive
Creators: Chiocca, Andrea; Frendo, Francesco
Access: Open files
Version DOI: 10.5281/zenodo.12741922
All versions: 10.5281/zenodo.12734068
Earlier versions of this resource:
Zenodo
Structural components: ECP fatigue assessment
ECP post-processing of published En3B low-carbon steel fatigue experiments, supporting the comparison of fatigue predictions for notched components.
Multiaxial fatigue
Published: · Open files
- Zenodo: Dataset for: "Fatigue assessment of structural components through the Effective Critical Plane factor"
- DOI: 10.5281/zenodo.12721131
- Research context
Record details: Structural components: ECP fatigue assessment
Official title: Dataset for: "Fatigue assessment of structural components through the Effective Critical Plane factor"
Creators: Chiocca, Andrea; Frendo, Francesco
Access: Open files
Related publications bibliography entry 1.
Version DOI: 10.5281/zenodo.12721131
All versions: 10.5281/zenodo.12721130
GitHub
APDL-WB-ssr
Python scripts for running a sequence of ANSYS APDL simulations in Workbench and collecting selected result files. An engineering workflow utility for repeated finite element analyses.
Finite element automation
Latest commit:
Record details: APDL-WB-ssr
Access: Public repository
Licence: GPL-3.0
Repository: andreachiocca/APDL-WB-ssr-v1.0
Repository status: Not archived.
Mendeley
Welding and additive manufacturing: operating conditions
Dimensionless operating conditions accompanying research on the Rosenthal solution for welding and metal additive manufacturing.
Welding and additive manufacturing
- Mendeley: Dataset of dimensionless operating conditions for welding and metal additive manufacturing
- DOI: 10.17632/b2437352ky.2
- Research context
Record details: Welding and additive manufacturing: operating conditions
Official title: Dataset of dimensionless operating conditions for welding and metal additive manufacturing
Creators: Moda, Mattia; Chiocca, Andrea; Macoretta, Giuseppe; Monelli, Bernardo Disma; Bertini, Leonardo
Access: Public record; consult repository for file access
Related publications bibliography entry 1.
Version DOI: 10.17632/b2437352ky.2
Catalogue snapshot verified 15 October 2026. Records link to original sources. Version history and access conditions are available under “Record details”. Code-update dates do not indicate scientific validation.