Joseph G. Wallwork

According to our database, Joseph G. Wallwork authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

FTorch: a library for coupling PyTorch models to Fortran.

Jack Atkinson, Athena Elafrou, Elliott Kasoar, Joseph G. Wallwork, Thomas Meltzer, Simon Clifford, Dominic Orchard, Chris Edsall

J. Open Source Softw., May, 2025

2024

Towards Universal Mesh Movement Networks.

Mingrui Zhang, Chunyang Wang, Stephan Kramer, Joseph G. Wallwork, Siyi Li, Jiancheng Liu, Xiang Chen, Matthew D. Piggott

CoRR, 2024

Towards Universal Mesh Movement Networks.

Mingrui Zhang, Chunyang Wang, Stephan C. Kramer, Joseph G. Wallwork, Siyi Li, Jiancheng Liu, Xiang Chen, Matthew D. Piggott

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

E2N: Error Estimation Networks for Goal-Oriented Mesh Adaptation.

Joseph G. Wallwork, Jingyi Lu, Mingrui Zhang, Matthew D. Piggott

CoRR, 2022

Parallel Metric-Based Mesh Adaptation in PETSc using ParMmg.

Joseph G. Wallwork, Matthew G. Knepley, Nicolas Barral, Matthew D. Piggott

CoRR, 2022

Goal-Oriented Error Estimation and Mesh Adaptation for Tracer Transport Modelling.

Joseph G. Wallwork, Nicolas Barral, David A. Ham, Matthew D. Piggott

Comput. Aided Des., 2022

M2N: Mesh Movement Networks for PDE Solvers.

Wenbin Song, Mingrui Zhang, Joseph G. Wallwork, Junpeng Gao, Zheng Tian, Fanglei Sun, Matthew D. Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, Jun Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Computing Derivatives for PETSc Adjoint Solvers using Algorithmic Differentiation.

Joseph G. Wallwork, Paul D. Hovland, Hong Zhang, Oana Marin

CoRR, 2019