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Rank reduction autoencoders for mechanical design: Advancing novel and efficient data-driven topology optimization

Ismael Ben-Yelun, Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez, Francisco Chinesta · 2026 · arXiv 2601.23269

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CRADIPOR: Crash Dispersion Predictor

cs.LG · 2026-04-30 · unverdicted · novelty 4.0

A rank reduction autoencoder combined with classification predicts numerical dispersion in automotive crash simulations more effectively than random forests when using wavelet or slope signal inputs.

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  • CRADIPOR: Crash Dispersion Predictor cs.LG · 2026-04-30 · unverdicted · none · ref 6

    A rank reduction autoencoder combined with classification predicts numerical dispersion in automotive crash simulations more effectively than random forests when using wavelet or slope signal inputs.