Jonas A. Actor

18 papers B 1Misc 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-informed lifting line theory.
CoRR
Arjun Sharma, Jonas A. Actor, Peter A. Bosler
2026 J jnl
Discovery of Probabilistic Dirichlet-to-Neumann Maps on Graphs.
SIAM J. Sci. Comput.
Adrienne M. Propp, Jonas A. Actor, Elise Walker, Houman Owhadi, Nathaniel Trask, Daniel M. Tartakovsky
2026 J jnl
Multilevel Training for Kolmogorov Arnold Networks.
CoRR
Ben S. Southworth, Jonas A. Actor, Graham Harper, Eric C. Cyr
2025 J jnl
Discovery of Probabilistic Dirichlet-to-Neumann Maps on Graphs.
CoRR
Adrienne M. Propp, Jonas A. Actor, Elise Walker, Houman Owhadi, Nathaniel Trask, Daniel M. Tartakovsky
2025 J jnl
Interpreting Transformer Architectures as Implicit Multinomial Regression.
CoRR
Jonas A. Actor, Anthony Gruber, Eric C. Cyr
2025 J jnl
Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement.
CoRR
Jonas A. Actor, Graham Harper, Ben S. Southworth, Eric C. Cyr
2025 J jnl
Mixture of neural operator experts for learning boundary conditions and model selection.
CoRR
Dwyer Deighan, Jonas A. Actor, Ravi G. Patel
2024 J jnl
A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling.
CoRR
Shuai Jiang, Jonas A. Actor, Scott A. Roberts, Nathaniel Trask
2024 J jnl
Data-driven Whitney forms for structure-preserving control volume analysis.
J. Comput. Phys.
Jonas A. Actor, Xiaozhe Hu, Andy Huang, Scott A. Roberts, Nathaniel Trask
2024 J jnl
Gaussian Variational Schemes on Bounded and Unbounded Domains.
CoRR
Jonas A. Actor, Anthony Gruber, Eric C. Cyr, Nathaniel Trask
2023 J jnl
Causal disentanglement of multimodal data.
CoRR
Elise Walker, Jonas A. Actor, Carianne Martinez, Nathaniel Trask
2023 J jnl
PocketNet: A Smaller Neural Network for Medical Image Analysis.
IEEE Trans. Medical Imaging
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan D. H. Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
2022 — conf
Polynomial-Spline Networks with Exact Integrals and Convergence Rates.
SSCI
Jonas A. Actor, Andy Huang, Nathaniel Trask
2021 J jnl
PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation.
CoRR
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan D. H. Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
2021 J jnl
Polynomial-Spline Neural Networks with Exact Integrals.
CoRR
Jonas A. Actor, Andy Huang, Nathaniel Trask
2020 B conf
Identification of kernels in a convolutional neural network: connections between the level set equation and deep learning for image segmentation.
Image Processing
Jonas A. Actor, David T. Fuentes, Beatrice Riviere
2019 Misc conf
Efficient and Robust CT Image Segmentation with a Level Set Network.
AMIA
Jonas A. Actor, Beatrice Riviere, David Fuentes
2017 J jnl
An Algorithm for Computing Lipschitz Inner Functions in Kolmogorov's Superposition Theorem.
CoRR
Jonas A. Actor, Matthew G. Knepley