Efraín Magaña

According to our database, Efraín Magaña authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Image velocimetry using direct displacement field estimation with neural networks for fluids.

Efraín Magaña, Francisco Sahli Costabal, Wernher Brevis

Eng. Comput., February, 2026

2025

$\varDelta $-PoIssoNN: Learning Atrial Activation Map from the ECG with Physics-Informed Neural Networks.

Efraín Magaña, Elena Zappon, Gernot Plank, Simone Pezzuto, Francisco Sahli Costabal

Proceedings of the Functional Imaging and Modeling of the Heart, 2025

Learning the Fiber Orientation of the Right Ventricle from a Single Electroanatomical Map with Physics-Informed Neural Networks.

Maedeh Chatraie, Efraín Magaña, Peyman Shariatpanahi, Bahram Goliaei, Francisco Sahli Costabal

Proceedings of the Functional Imaging and Modeling of the Heart, 2025

2024

Ensemble learning of the atrial fiber orientation with physics-informed neural networks.

Efraín Magaña, Simone Pezzuto, Francisco Sahli Costabal

CoRR, 2024