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Domain-Constrained Diffusion Framework for Point Cloud–Based Corrosion Morphology Generation and Chained Evolution
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DOI：10.1016/j.corsci.2026.113694.png)
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摘要
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• Realizing point-cloud–driven generation of 3D corrosion morphological under explicit domain constraints and physical-feasibility rules. • Embedding multi-dimensional corrosion descriptors and ISO roughness metrics as priors in the conditional diffusion process. • Implementing a process-based chained evolution scheme to capture pit nucleation, deepening, and edge-driven growth across corrosion periods. • Achieving high-fidelity morphological consistent with measured multi-parameter statistics and spectral characteristics.
Keyword:
point-cloud
corrosion morphology
diffusion framework
domain constraints
chained evolution
期刊
IF:
8.5
论文数:
1.3W
被引数:
7.3W
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