Felipe A. C. Viana

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Top Venues

J. Comput. Sci.

Eng. Appl. Artif. Intell.

Publications

Augusto Delavald Marques, Lara Werncke Vieira, Paulo Smith Schneider, Felipe A. C. Viana
Steam generator efficiency optimization under uncertainty through multi-fidelity modeling. J. Comput. Sci. 79 (2024)
Yigit A. Yucesan, Felipe A. C. Viana
Physics-informed digital twin for wind turbine main bearing fatigue: Quantifying uncertainty in grease degradation. Appl. Soft Comput. 149 (Part A) (2024)
Francesco Piccialli, Maizar Raissi, Felipe A. C. Viana, Giancarlo Fortino, Huimin Lu, Amir Hussain
Guest Editorial: Special Issue on Physics-Informed Machine Learning. IEEE Trans. Artif. Intell. 5 (3) (2024)
Andre Von Zuben, Felipe A. C. Viana
Generative adversarial networks for extrapolation of corrosion in automobile images. Expert Syst. Appl. 213 (Part) (2023)
Andre Von Zuben, Luigi E. Perotti, Felipe A. C. Viana
Anatomically-guided deep learning for left ventricle geometry generation with uncertainty quantification based on short-axis MR images. Eng. Appl. Artif. Intell. 121 (2023)
Andre Von Zuben, Emily Whitt, Felipe A. C. Viana, Luigi E. Perotti
Long Axis Cardiac MRI Segmentation Using Anatomically-Guided UNets and Transfer Learning. FIMH (2023)
Arinan Dourado, Felipe A. C. Viana
Ensemble of hybrid neural networks to compensate for epistemic uncertainties: a case study in system prognosis. Soft Comput. 26 (13) (2022)
Andre Von Zuben, Kylie Heckman, Felipe A. C. Viana, Luigi E. Perotti
A Multi-step Machine Learning Approach for Short Axis MR Images Segmentation. FIMH (2021)
Yigit A. Yucesan, Arinan Dourado, Felipe A. C. Viana
A survey of modeling for prognosis and health management of industrial equipment. Adv. Eng. Informatics 50 (2021)