Maria Garcia Penalva

[Physics · HPC Computing · Quantum Computing]

About me

Physics undergraduate (UNED) working on GPU computing and numerical PDE solvers and machine-learning surrogates. Built an assembly-free CUDA finite-element (FEM) solver (MPI, MareNostrum5) used as baseline for different projects, particularly used to train a SIREN surrogate for the seismic wave equation, documenting a previously known instance of PINN failures on hyperbolic problems. Currently revisiting some work on my own PDE solver libraries, and looking forward to trying to use them on real physics scenarios.

Projects

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Experience & Events

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Education

BSc Physics — UNED ([start]–2028)

Contact

[One line inviting contact] — maria.mgpmail@gmail.com