PT
Pedro Tarancón-Álvarez
cs.LGcs.AIhep-thcs.NAgr-qcmath.APmath.NAastro-ph.COastro-ph.HEcs.CL
On Valency
published · living versionsW_vph7xdra·v1 · currentpublished
Low Residuals, Wrong Value: Learning the Viscosity Solution of Hamilton-Jacobi-Isaacs Equations with PINNs
with Raul Jimenez, Pablo Tejerina-Pérez, Leonid Sarieddine, Marisol Traforetti +4
1 version
Preprints & journals
9 papers in the corpus · 2024–2026Low Residuals, Wrong Value: Learning the Viscosity Solution of Hamilton-Jacobi-Isaacs Equations with PINNs2610.27193v1 · Raul Jimenez, Pablo Tejerina-P'erez, Leonid Sarieddine et al.2026 · 0 citationsarXivon Valency
Non-conformal obstructions to bubble expansion2607.27874v1 · David Mateos, Mikel Sanchez-Garitaonandia, Pedro Taranc'on-'Alvarez2026 · 0 citationsarXiv
Physics-Informed Neural Embeddings of PDE Solution Families2607.06348v1 · Raul Jimenez, Svitlana Mayboroda, Pavlos Protopapas et al.2026 · 0 citationsarXiv
Gravitational Duals from Equations of State II: Large Hierarchies and False Vacua2606.30117v1 · Raul Jimenez, David Mateos, Pavlos Protopapas et al.2026 · 0 citationsarXiv
Recovering Sharp Conductivity Features in the Finite-Data Calderón Problem with Physics-Informed Neural Networks2606.28158v1 · Ali AlHadi Kalout, Pablo Tejerina-P'erez, Konstantin Karchev et al.2026 · 0 citationsarXiv
Learning embeddings of non-linear PDEs: the Burgers' equation2603.07812v1 · Pedro Taranc'on-'Alvarez, Leonid Sarieddine, Pavlos Protopapas et al.2026 · 0 citationsarXiv
The Denario project: Deep knowledge AI agents for scientific discovery2510.26887v1 · Francisco Villaescusa-Navarro, Boris Bolliet, Pablo Villanueva-Domingo et al.2025 · 1 citationPRX Intelligence 1, 021001 (2026)
Efficient PINNs via Multi-Head Unimodular Regularization of the Solutions Space2501.12116v2 · Pedro Taranc'on-'Alvarez, Pablo Tejerina-P'erez, Raul Jimenez et al.2025 · 5 citationsCommun Phys 8, 335 (2025)
Gravitational Duals from Equations of State2403.14763v1 · Yago Bea, Raul Jimenez, David Mateos et al.2024 · 15 citationsarXiv
Career total: 9 works. 9 are in this corpus.
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