← Search

Teo Deveney

2 accepted papers

2025

G-Adaptivity: optimised graph-based mesh relocation for finite element methods

ICML 2025spotlight

We present a novel, and effective, approach to achieve optimal mesh relocation in finite element methods (FEMs). The cost and accuracy of FEMs is critically dependent on the choice of mesh points. Mesh relocation (r-adaptivity) seeks to optimise the mesh geometry to obtain the best solution accuracy…

2024

Diffusion Models Encode the Intrinsic Dimension of Data Manifolds

ICML 2024poster

In this work, we provide a mathematical proof that diffusion models encode data manifolds by approximating their normal bundles. Based on this observation we propose a novel method for extracting the intrinsic dimension of the data manifold from a trained diffusion model. Our insights are based on t…

Cited by 20SourcePDFScholar