Computational modeling of blood component transport related to coronary artery thrombosis in Kawasaki disease. - Noelia Grande Gutiérrez; Mark S. Alber; Andrew M. Kahn; Jane C. Burns; Mathew Mathew; Brian W. McCrindle; Alison L. Marsden (PLoS Comput. Biol., 2021)

MegaFlow2D: A Parametric Dataset for Machine Learning Super-resolution in Computational Fluid Dynamics Simulations. - Wenzhuo Xu; Noelia Grande Gutiérrez; Christopher McComb (CPS-IoT Week Workshops, 2023)

Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators. - Jiangce Chen; Wenzhuo Xu; Martha Baldwin; Björn Nijhuis; Ton van den Boogaard; Noelia Grande Gutiérrez; Sneha Prabha Narra; Christopher McComb (CoRR, 2023)

Data Scoping: Effectively Learning the Evolution of Generic Transport PDEs. - Jiangce Chen; Wenzhuo Xu; Zeda Xu; Noelia Grande Gutiérrez; Sneha Prabha Narra; Christopher McComb (CoRR, 2024)

Enforcing the principle of locality for physical simulations with neural operators. - Jiangce Chen; Wenzhuo Xu; Zeda Xu; Noelia Grande Gutiérrez; Sneha Prabha Narra; Christopher McComb (J. Comput. Phys., 2025)

Taylor series error correction network for super-resolution of discretized partial differential equation solutions. - Wenzhuo Xu; Christopher McComb; Noelia Grande Gutiérrez (J. Comput. Phys., 2025)