Data and scripts for: "HPD-RVE: Rule-Based Decision Orchestration and Provenance for CPFEM RVE Parameter Preparation"
Description
This dataset contains the source code, input parameters, machine-readable provenance records, and pre-computed results required to reproduce the key findings of the accompanying manuscript. HPD-RVE is an automated parameter-orchestration framework for crystal-plasticity finite-element (CPFEM) representative-volume-element (RVE) preparation. The dataset demonstrates (i) priority-based fusion of incomplete and conflicting multi-source material parameters (DP800 dual-phase steel ferrite CRSS conflict), (ii) confidence-tier-driven control flow that scales RVE ensemble sizes (N = 3–5) and uncertainty-quantification bounds (±2% to ±20%), and (iii) end-to-end validation against experimental DP800 yield data (ε ≤ 2%) with Taylor iso-strain (4.8% error) and full-field DAMASK (12.4% error) solvers.