2 papers
cs.LG2025
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
Mustafa Hajij, Lennart Bastian, Sarah Osentoski +9
We introduce copresheaf topological neural networks (CTNNs), a powerful unifying framework that encapsulates a wide spectrum of deep learning architectures, designed to operate on…
math.NA2015
Universal Meshes for the Simulation of Brittle Fracture and Moving Boundary Problems
Maurizio M. Chiaramonte, Evan S. Gawlik, Hardik Kabaria +1
Universal meshes have recently appeared in the literature as a compu- tationally efficient and robust paradigm for the generation of conforming simpli- cial meshes for domains with…