Picture for Nathaniel Trask

Nathaniel Trask

Gaussian Variational Schemes on Bounded and Unbounded Domains

Add code
Oct 08, 2024
Viaarxiv icon

Efficiently Parameterized Neural Metriplectic Systems

Add code
May 28, 2024
Viaarxiv icon

Graph Convolutions Enrich the Self-Attention in Transformers!

Add code
Dec 07, 2023
Viaarxiv icon

Causal disentanglement of multimodal data

Add code
Nov 08, 2023
Viaarxiv icon

Reversible and irreversible bracket-based dynamics for deep graph neural networks

Add code
May 24, 2023
Viaarxiv icon

Probabilistic partition of unity networks for high-dimensional regression problems

Add code
Oct 06, 2022
Figure 1 for Probabilistic partition of unity networks for high-dimensional regression problems
Figure 2 for Probabilistic partition of unity networks for high-dimensional regression problems
Figure 3 for Probabilistic partition of unity networks for high-dimensional regression problems
Figure 4 for Probabilistic partition of unity networks for high-dimensional regression problems
Viaarxiv icon

Parameter-varying neural ordinary differential equations with partition-of-unity networks

Add code
Oct 01, 2022
Figure 1 for Parameter-varying neural ordinary differential equations with partition-of-unity networks
Figure 2 for Parameter-varying neural ordinary differential equations with partition-of-unity networks
Figure 3 for Parameter-varying neural ordinary differential equations with partition-of-unity networks
Figure 4 for Parameter-varying neural ordinary differential equations with partition-of-unity networks
Viaarxiv icon

Scalable algorithms for physics-informed neural and graph networks

Add code
May 16, 2022
Figure 1 for Scalable algorithms for physics-informed neural and graph networks
Figure 2 for Scalable algorithms for physics-informed neural and graph networks
Figure 3 for Scalable algorithms for physics-informed neural and graph networks
Figure 4 for Scalable algorithms for physics-informed neural and graph networks
Viaarxiv icon

Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery

Add code
Feb 07, 2022
Viaarxiv icon

Polynomial-Spline Neural Networks with Exact Integrals

Add code
Oct 26, 2021
Viaarxiv icon