PDI - Resultado de Búsqueda

Efraín Manuel Magaña Tapia

- Aprendizaje de maquinas - Ciencia de datos - Mecánica computacional - Electrofisiología cardíaca - Problemas inversos

Licenciatura en Ciencias de la Ingeniería, Mención Mecánica, UNIVERSIDAD DE CHILE. Chile, 2022
Ingeniero Civil Mecánico, UNIVERSIDAD DE CHILE. Chile, 2023

Tesista Part Time

UNIVERSIDAD DE CHILE

Facultad de Ciencias Físicas y Matemáticas

Chile

2022 - 2022
Profesional Técnico Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

2022 - At present

Científico de Datos Part Time

COSMOS Save Energy

Chile

2022 - 2022
Científico de Datos Part Time

Seguel Robotics

Chile

2022 - 2022
Programador/Científico de datos Part Time

Green Power Consulting

Chile

2022 - 2022


Image velocimetry using direct displacement field estimation with neural networks for fluids Magana, Efrain; Sahli Costabal, Francisco; Brevis, Wernher Article ISI ENGINEERING WITH COMPUTERS (2026)
Physics-informed neural network retrieval of spatially-resolved soot properties from multi-wavelength optical diagnostics Littin, M.; Escudero, F.; Magana, E.; Lopez, C.; Mazur, M.; Fuentes, A.; Yon, J. Article ISI CARBON (2026)
Ensemble learning of the atrial fibre orientation with physics-informed neural networks Magana, E.; Pezzuto S.; Costabal F.S. Article ISI SCOPUS Journal of Physiology (2025)
Retrieving soot volume fraction and temperature from broadband flame emission measurements via artificial-neural-network-based Abel inversion Magana, E.; Chernov, V; Cruz J.J.; Herrmann B.; Carvajal G.; Fuentes, A.; Escudero, F. Article ISI (2025)
Robust automatic retrieval of soot volume fraction, temperature and radiation for axisymmetric flames Chernov, Victor; Magana, Efrain; Fuentes, Andres Article ISI SCOPUS Proceedings of the Combustion Institute (2024)


Learning the Fiber Orientation of the Right Ventricle from a Single Electroanatomical Map with Physics-Informed Neural Networks Chatraie, M; Magana, E.; Shariatpanahi, P; Goliaei, B; Costabal F.S. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (2025)
Δ-PoIssoNN: Learning Atrial Activation Map from the ECG with Physics-Informed Neural Networks Magana, E.; Zappon, E; Plank G.; Pezzuto S.; Costabal F.S. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (2025)

1

Felipe Escudero

Profesor Interino

Departamento de Industrias

Universidad Técnica Federico Santa María

Valparaiso, Chile

7

Efraín Magaña