Kyle Johnson

Sandia National Laboratories

P.O. Box 969

Livermore, CA 94551

United States

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3D One-shot Geometry Agnostic Prediction of Non-linear Porous Microstructure Mechanics using Graph Neural Networks

Number of pages: 10 Posted: 13 Apr 2026

Robert Buarque de Macedo, Craig M. Hamel and Kyle Johnson

Sandia National Laboratories, Sandia National Laboratories and Sandia National Laboratories

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