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Khorrami, Jaber R

4 Pith papers cite this work. Polarity classification is still indexing.

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LEIA: Learned Environment for Interactive Architected Materials

cs.LG · 2026-05-27 · unverdicted · novelty 5.0

LEIA is a world model for autoregressive 3D simulation of architected materials under interactive loading, benchmarked on MicroPlate and applied to surrogate-guided de novo design search with finite-element validation.

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  • A Neural Surrogate Approach for Simulating Natural Convection Problems physics.comp-ph · 2026-06-24 · conditional · none · ref 81

    A Fourier neural operator trained on Boussinesq-compressible simulation pairs corrects Boussinesq predictions for natural convection, achieving SSIM near unity and MSE reductions of one to three orders of magnitude.