Jonas A. Actor

According to our database, Jonas A. Actor authored at least 14 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Discovery of Probabilistic Dirichlet-to-Neumann Maps on Graphs.

Adrienne M. Propp, Jonas A. Actor, Elise Walker, Houman Owhadi, Nathaniel Trask, Daniel M. Tartakovsky

CoRR, June, 2025

Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement.

Jonas A. Actor, Graham Harper, Ben Southworth, Eric C. Cyr

CoRR, May, 2025

Mixture of neural operator experts for learning boundary conditions and model selection.

Dwyer Deighan, Jonas A. Actor, Ravi G. Patel

CoRR, February, 2025

2024

Data-driven Whitney forms for structure-preserving control volume analysis.

Jonas A. Actor, Xiaozhe Hu, Andy Huang, Scott A. Roberts, Nathaniel Trask

J. Comput. Phys., January, 2024

Gaussian Variational Schemes on Bounded and Unbounded Domains.

Jonas A. Actor, Anthony Gruber, Eric C. Cyr, Nathaniel Trask

CoRR, 2024

A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling.

Shuai Jiang, Jonas A. Actor, Scott A. Roberts, Nathaniel Trask

CoRR, 2024

2023

PocketNet: A Smaller Neural Network for Medical Image Analysis.

Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan D. H. Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes

IEEE Trans. Medical Imaging, April, 2023

Causal disentanglement of multimodal data.

Elise Walker, Jonas A. Actor, Carianne Martinez, Nathaniel Trask

CoRR, 2023

2022

Polynomial-Spline Networks with Exact Integrals and Convergence Rates.

Jonas A. Actor, Andy Huang, Nathaniel Trask

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021

Polynomial-Spline Neural Networks with Exact Integrals.

Jonas A. Actor, Andy Huang, Nathaniel Trask

CoRR, 2021

PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation.

Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan D. H. Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes

CoRR, 2021

2020

Identification of kernels in a convolutional neural network: connections between the level set equation and deep learning for image segmentation.

Jonas A. Actor, David T. Fuentes, Beatrice Riviere

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

Efficient and Robust CT Image Segmentation with a Level Set Network.

Jonas A. Actor, Beatrice Riviere, David Fuentes

Proceedings of the AMIA 2019, 2019

2017

An Algorithm for Computing Lipschitz Inner Functions in Kolmogorov's Superposition Theorem.

Jonas A. Actor, Matthew G. Knepley

CoRR, 2017