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20232026
most citedSIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks

2 citations · 4 across the 6 of their papers we have counts for

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cs.LG2026

When Does Equivariance Help? Canonical Alignment in Neural Fluid Surrogates

Patryk Rygiel, Julian Suk, Kak Khee Yeung +2

Neural surrogates can accelerate computational fluid dynamics (CFD) simulations by orders of magnitude, but practical deployment in engineering and healthcare applications requires…