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Dawon Ahn

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#artificial intelligence Preprint Sep 2026

CANTO: CAD-Native Transformer Operators for AI-Aided Engineering

CANTO is introduced, a transformer neural operator that maps directly from continuous CAD geometry to physical fields, without meshing the input geometry, and achieves state-of-the-art accuracy on most evaluated surface and volume prediction tasks.

Daniel V. Leibovici, N. Kovachki, Dawon Ahn et al. · 0 citations
Book Open access Aug 2026

Interplay Between Classical Tensor Methods And Foundation Models

Tensor methods have played a central role in analyzing multi-dimensional data across a wide range of real-world applications. At the same time, these methods provide low-rank representations, which enable trustworthy and parsimonious machine learning systems. However, even though they hold great promise, tensor methods...

Dawon Ahn, Yong-chan Park, Taehyung Kwon et al. · 0 citations
Book Open access Aug 2026

Interplay Between Classical Tensor Methods And Foundation Models

This workshop aims to provide a forum for advancing tensor methods and applying them to various applications at the intersection of data mining and modern machine learning to foster an interactive environment for researchers to exchange ideas and build connections across communities.

Dawon Ahn, Yong-chan Park, Taehyung Kwon et al. · 0 citations

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