Ensemble learning of the atrial fiber orientation with physics-informed neural networks. - Efraín Magaña; Simone Pezzuto; Francisco Sahli Costabal (CoRR, 2024)

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 (FIMH (2), 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 (FIMH (2), 2025)

Image Velocimetry using Direct Displacement Field estimation with Neural Networks for Fluids. - Efraín Magaña; Francisco Sahli Costabal; Wernher Brevis (CoRR, 2025)