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Journal Articles
- 2025
[j2]Jack Atkinson
, Athena Elafrou, Elliott Kasoar, Joseph G. Wallwork, Thomas Meltzer, Simon Clifford, Dominic Orchard, Chris Edsall:
FTorch: a library for coupling PyTorch models to Fortran. J. Open Source Softw. 10(109): 7602 (2025)- 2022
- [j1]Joseph G. Wallwork, Nicolas Barral, David A. Ham, Matthew D. Piggott:
Goal-Oriented Error Estimation and Mesh Adaptation for Tracer Transport Modelling. Comput. Aided Des. 145: 103187 (2022)
Conference and Workshop Papers
- 2024
- [c2]Mingrui Zhang, Chunyang Wang, Stephan C. Kramer, Joseph G. Wallwork, Siyi Li, Jiancheng Liu, Xiang Chen, Matthew D. Piggott:
Towards Universal Mesh Movement Networks. NeurIPS 2024 - 2022
- [c1]Wenbin Song, Mingrui Zhang, Joseph G. Wallwork, Junpeng Gao, Zheng Tian, Fanglei Sun, Matthew D. Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, Jun Wang:
M2N: Mesh Movement Networks for PDE Solvers. NeurIPS 2022
Informal and Other Publications
- 2024
- [i5]Mingrui Zhang, Chunyang Wang, Stephan Kramer, Joseph G. Wallwork, Siyi Li, Jiancheng Liu, Xiang Chen, Matthew D. Piggott:
Towards Universal Mesh Movement Networks. CoRR abs/2407.00382 (2024) - 2022
- [i4]Joseph G. Wallwork, Matthew G. Knepley, Nicolas Barral, Matthew D. Piggott:
Parallel Metric-Based Mesh Adaptation in PETSc using ParMmg. CoRR abs/2201.02806 (2022) - [i3]Wenbin Song, Mingrui Zhang, Joseph G. Wallwork, Junpeng Gao, Zheng Tian, Fanglei Sun, Matthew D. Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, Jun Wang:
M2N: Mesh Movement Networks for PDE Solvers. CoRR abs/2204.11188 (2022) - [i2]Joseph G. Wallwork, Jingyi Lu, Mingrui Zhang, Matthew D. Piggott:
E2N: Error Estimation Networks for Goal-Oriented Mesh Adaptation. CoRR abs/2207.11233 (2022) - 2019
- [i1]Joseph G. Wallwork, Paul D. Hovland, Hong Zhang, Oana Marin:
Computing Derivatives for PETSc Adjoint Solvers using Algorithmic Differentiation. CoRR abs/1909.02836 (2019)
Coauthor Index
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