All Outputs (2)

Controlling ZIF-67 film properties in water-based cathodic electrochemical deposition (2024)
Journal Article
Elsayed, E., Brevis, I., Pandiyan, S., Wildman, R., van der Zee, K. G., & Tokay, B. (2024). Controlling ZIF-67 film properties in water-based cathodic electrochemical deposition. Journal of Solid State Chemistry, 338, Article 124820. https://doi.org/10.1016/j.jssc.2024.124820

One of the main approaches to increase the surface area of a substrate is through depositing a film of a porous materials such as Zeolite imidazole framework (ZIF). ZIF films have shown surpassing capabilities because of their zeolite-like features,... Read More about Controlling ZIF-67 film properties in water-based cathodic electrochemical deposition.

Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach (2024)
Journal Article
Brevis, I., Muga, I., Pardo, D., Rodriguez, O., & van der Zee, K. G. (2024). Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach. Computers and Mathematics with Applications, 164, 139-149. https://doi.org/10.1016/j.camwa.2024.04.006

The efficient approximation of parametric PDEs is of tremendous importance in science and engineering. In this paper, we show how one can train Galerkin discretizations to efficiently learn quantities of interest of solutions to a parametric PDE. The... Read More about Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach.