no code implementations • 10 Oct 2022 • Fan Wu, Sanghyun Hong, Donsub Rim, Noseong Park, Kookjin Lee
However, parameterization of dynamics using a neural network makes it difficult for humans to identify causal structures in the data.
no code implementations • 11 Oct 2020 • Weilin Li, Kui Ren, Donsub Rim
The range characterization is obtained by first showing that the ADRT is a bijection between images supported on infinite half-strips, then identifying the linear subspaces that stay finitely supported under the inversion formula.
no code implementations • 28 Jul 2020 • Donsub Rim, Luca Venturi, Joan Bruna, Benjamin Peherstorfer
Classical reduced models are low-rank approximations using a fixed basis designed to achieve dimensionality reduction of large-scale systems.
no code implementations • 2 Aug 2019 • Donsub Rim
We give an exact inversion formula for the approximate discrete Radon transform introduced in [Brady, SIAM J.
1 code implementation • 15 May 2018 • Donsub Rim, Kyle T. Mandli
The key idea of the technique is to construct basis functions that are local in parameter and time space via displacement interpolation.
Numerical Analysis
1 code implementation • 8 Nov 2017 • François Monard, Donsub Rim
We present numerical reconstructions of anisotropic conductivity tensors in three dimensions, from knowledge of a finite family of power density functionals.
Numerical Analysis Analysis of PDEs 65M32, 35R30, 35J15