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20212026
most citedLearning phase field mean curvature flows with neural networks

6 citations · 7 across the 5 of their papers we have counts for

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math.NA2026

Learning the Willmore flow with a lightweight neural operator

Elie Bretin, Roland Denis, Tokuhiro Eto +1

We extend to the Willmore flow the phase-field neural operator approach proposed by Bretin, Denis, Masnou, and Terii (2022) for mean curvature motion in two and three dimensions. T…

math.OC2026

Riemannian Gradient Descent for Gaussian Mixture Models with unknown diagonal covariances

Romane Giard, Yohann De Castro, Roland Denis +1

This paper investigates the numerical resolution of the Beurling-LASSO (BLASSO), a convex optimization framework that promotes sparsity in the space of measures. We consider its ap…