Sep 2026
Personalized biventricular mechanics and sensitivity to model morphology
Aaron L. Brown, Lei Shi, Matteo Salvador et al.
· Biomechanics and Modeling in... · 4 citations
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Preprint
Aug 2026
Read, Write, Relax: Why Neural PDE Surrogates Need Both Global and Local Processing
Recent mesh-based simulation advances have, in no small part, relied on neural surrogates of two distinct families: global models that route information through a small set of latent tokens, and local models that perform message passing across mesh edges. Consistent with both classes is the inability to perform beyond...
Anuj Kumar, Heiko Zimmermann, J. Bjorgaard et al.
· 0 citations