Computing Derivatives for PETSc Adjoint Solvers using Algorithmic Differentiation. - Joseph G. Wallwork; Paul D. Hovland; Hong Zhang 006; Oana Marin (CoRR, 2019)

M2N: Mesh Movement Networks for PDE Solvers. - Wenbin Song; Mingrui Zhang; Joseph G. Wallwork; Junpeng Gao; Zheng Tian 002; Fanglei Sun; Matthew D. Piggott; Junqing Chen; Zuoqiang Shi; Xiang Chen; Jun Wang 012 (NeurIPS, 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)

Parallel Metric-Based Mesh Adaptation in PETSc using ParMmg. - Joseph G. Wallwork; Matthew G. Knepley; Nicolas Barral; Matthew D. Piggott (CoRR, 2022)

E2N: Error Estimation Networks for Goal-Oriented Mesh Adaptation. - Joseph G. Wallwork; Jingyi Lu; Mingrui Zhang; Matthew D. Piggott (CoRR, 2022)

Towards Universal Mesh Movement Networks. - Mingrui Zhang; Chunyang Wang; Stephan C. Kramer; Joseph G. Wallwork; Siyi Li; Jiancheng Liu; Xiang Chen; Matthew D. Piggott (NeurIPS, 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)

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., 2025)