Noelia Grande Gutiérrez

According to our database, Noelia Grande Gutiérrez authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

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

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

2024

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

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

MegaFlow2D: A Parametric Dataset for Machine Learning Super-resolution in Computational Fluid Dynamics Simulations.

Wenzhuo Xu, Noelia Grande Gutiérrez, Christopher McComb

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

2021

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