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20182026
most citedAccelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone

19 citations · 26 across the 19 of their papers we have counts for

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stat.AP2018

Sensitivity-driven adaptive construction of reduced-space surrogates

Manav Vohra, Alen Alexanderian, Cosmin Safta +1

We develop a systematic approach for surrogate model construction in reduced input parameter spaces. A sparse set of model evaluations in the original input space is used to approx…

math.PR2018

Entropy-based closure for probabilistic learning on manifolds

C. Soizea, R. Ghanem, C. Safta +7

In a recent paper, the authors proposed a general methodology for probabilistic learning on manifolds. The method was used to generate numerical samples that are statistically cons…