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Xabier Larráyoz

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

49

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Uncertainty Quantification Method for Complex Computational Models with Multidimensional Discontinuous Quantities of Interest

Number of pages: 41 Posted: 09 Apr 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,263,436)

Abstract:

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Uncertainty quantification, Machine Learning, Surrogate Models, Monte Carlo Simulation, Computational Mechanics, Non-intrusive

Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

Number of pages: 40 Posted: 21 Jul 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 8

Abstract:

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crash simulation surrogate, mesh-based graph neural networks, physics-aware attention, autoregressive rollout, vehicle safety, lateral pole impact

Crash Assessment via Mesh-Based Graph Neural Networks and Physics-Aware Attention

Number of pages: 40 Posted: 21 Jul 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 4

Abstract:

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crash simulation surrogate, mesh-based graph neural networks, physics-aware attention, autoregressive rollout, vehicle safety, lateral pole impact