Author

Pedro Tarancón-Álvarez

h-index 3 View on Semantic Scholar

We have 1 of 8 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Physics-Informed Neural Embeddings of PDE Solution Families

A physics-informed framework for learning finite-dimensional embeddings of solution families of partial differential equations using a multihead Physics-Informed Neural Network is introduced, which establishes the learned spectral profiles and principal components as robust observables of solution-manifold geometry.

Raúl Jiménez, S. Mayboroda, P. Protopapas et al. · arXiv.org · 0 citations