An Algorithm for Computing Lipschitz Inner Functions in Kolmogorov's Superposition Theorem. - Jonas A. Actor; Matthew G. Knepley (CoRR, 2017)

Efficient and Robust CT Image Segmentation with a Level Set Network. - Jonas A. Actor; Beatrice Riviere; David Fuentes 001 (AMIA, 2019)

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 (Image Processing, 2020)

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 001 (CoRR, 2021)

Polynomial-Spline Neural Networks with Exact Integrals. - Jonas A. Actor; Andy Huang; Nathaniel Trask (CoRR, 2021)

Polynomial-Spline Networks with Exact Integrals and Convergence Rates. - Jonas A. Actor; Andy Huang; Nathaniel Trask (SSCI, 2022)

Causal disentanglement of multimodal data. - Elise Walker; Jonas A. Actor; Carianne Martinez; Nathaniel Trask (CoRR, 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 001 (IEEE Trans. Medical Imaging, 2023)

A Structure-Preserving Domain Decomposition Method for Data-Driven Modeling. - Shuai Jiang; Jonas A. Actor; Scott A. Roberts; Nathaniel Trask (CoRR, 2024)

Gaussian Variational Schemes on Bounded and Unbounded Domains. - Jonas A. Actor; Anthony Gruber; Eric C. Cyr; Nathaniel Trask (CoRR, 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., 2024)

Mixture of neural operator experts for learning boundary conditions and model selection. - Dwyer Deighan; Jonas A. Actor; Ravi G. Patel (CoRR, 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, 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, 2025)