Two new papers in Computational Mechanics
News
Martin Genet, Katerina Skardova and I just published two papers in Computational Mechanics, entitled
- Finite element neural network interpolation: Part I—interpretable and adaptive discretization for solving PDEs, and
- Finite element neural network interpolation: Part II—hybridisation with the proper generalised decomposition for non-linear surrogate modelling.
All computations from the paper (which rely on NeuROM (Daby-Seesaram, Škardová, and Genet 2025)) are easily reproducible at
- https://alexandredabyseesaram.github.io/FENNI-I-paper-demo, and
- https://alexandredabyseesaram.github.io/FENNI-II-PGD-paper-demo,
so do not hesitate to give it a try, and let us know how it goes!
References
Daby-Seesaram, Alexandre, Kateřina Škardová, and Martin Genet. 2025. “NeuROM.” Zenodo. https://doi.org/10.5281/zenodo.13772740.