2 papers
math.NA2024
A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling
Shuai Jiang, Jonas Actor, Scott Roberts +1
We present a domain decomposition strategy for developing structure-preserving finite element discretizations from data when exact governing equations are unknown. On subdomains, t…
cs.LG2023
Causal disentanglement of multimodal data
Elise Walker, Jonas A. Actor, Carianne Martinez +1
Causal representation learning algorithms discover lower-dimensional representations of data that admit a decipherable interpretation of cause and effect; as achieving such interpr…