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20212026
most citedNon-intrusive Surrogate Modeling for Parametrized Time-dependent PDEs using Convolutional Autoencoders

9 citations · 9 across the 2 of their papers we have counts for

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math.NA2026

Neural Spline Flow Diffeomorphisms for Pullback Finite Element Methods on Complex Domains

Ioannis Kalogeris, Anaksagoras Spitas, Konstantinos Atzarakis +2

We propose a method for solving partial differential equations on complex domains by learning smooth, invertible mappings from a fixed reference domain using Neural Spline Flows (N…