Daniel Kelshaw

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Differential Equations

Geodesic Distance

Dynamical Systems

Manifold Learning

Top Venues

Publications

Daniel Kelshaw, Luca Magri
Computing distances and means on manifolds with a metric-constrained Eikonal approach. CoRR (2024)
Daniel Kelshaw, Luca Magri
Physics-constrained convolutional neural networks for inverse problems in spatiotemporal partial differential equations. CoRR (2024)
Daniel Kelshaw, Luca Magri
Short and Straight: Geodesics on Differentiable Manifolds. CoRR (2023)
Daniel Kelshaw, Luca Magri
Manifold-augmented Eikonal Equations: Geodesic Distances and Flows on Differentiable Manifolds. CoRR (2023)
Daniel Kelshaw, Luca Magri
Uncovering solutions from data corrupted by systematic errors: A physics-constrained convolutional neural network approach. CoRR (2023)
Daniel Kelshaw, Luca Magri
Super-resolving sparse observations in partial differential equations: A physics-constrained convolutional neural network approach. CoRR (2023)
Daniel Kelshaw, Luca Magri
Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems. CoRR (2022)
Daniel Kelshaw, Georgios Rigas, Luca Magri
Physics-Informed CNNs for Super-Resolution of Sparse Observations on Dynamical Systems. CoRR (2022)