Lahcen Laayouni

Al Akhawayn University in Ifrane

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Publication activitypapers/week, last 8 weeks

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Training Efficiency & Optimization (1)

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Karim Bounja (1)Boujemaa Achchab (1)Abdeljalil Sakat (1)

Papers (1)

Aug 17, 2026

Laboratory for Analysis and Modeling of Systems1w ago·also Al Akhawayn University in Ifrane, Hassan, University of Settat

Reference-free logged energy-oracle recovery for neural approximations of symmetric coercive variational problems: conforming Riesz reconstruction and archive-level selection

Archive selection can dramatically shift based on unresolved components, revealing that checkpoint recovery alone is insufficient for accurate energy-oracle ranking.

Karim Bounja, Lahcen Laayouni, Boujemaa Achchab +1

Training Efficiency & Optimization

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Lahcen Laayouni

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)