Datasets & Code
Every computational artifact behind the program is openly archived with a permanent DOI and attributed to one author identity (ORCID). Code is MIT-licensed; data and the methodology report are CC-BY 4.0. Each dataset is cross-linked to the paper it supports.
Substrate Geometry oracle framework · v1.0.0
The seven frozen oracle artifacts (contact distribution, parametric search, rigid-body contact, Hertz pressure, Basquin fatigue, thermal, wear) and the generalized oracle runner.
Oracle-based computational metrics: a methodological characterization
Convergence failure modes, resolution scaling, and trajectory coupling in discrete mesh oracles. Working paper; underwrites the empirical papers.
Verified mono-monostatic body catalog
Thirteen verified catalog meshes (STL) plus landscape, basin-gap, saddle, and topology-generalization analysis.
Mono-monostatic oracle evaluation (meshes + invariant scores)
Multi-resolution meshes plus oracle outputs: equilibrium/contact-layer scores, density-perturbation, dynamics, resolution-sensitivity.
TPMS electrode thermal evaluation
Single-arc evaluation methodology, FEniCS thermal validation against published heat-transfer coefficients, parametric sweeps, and a single-arc regeneration convergence study.
How to cite
Cite the specific DOI for the artifact you use (above). To cite the program's software, see
the CITATION.cff in the repository, which carries the concept DOI
(10.5281/zenodo.20674508) resolving to the latest version.