Felipe Antonio Chegury Viana

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 6

Top Topics

Ordinary Differential Equations

Design Parameters

Top Venues

J. Comput. Inf. Sci. Eng.

Eng. Appl. Artif. Intell.

Publications

Arinan Dourado, Felipe Antonio Chegury Viana
Early life failures and services of industrial asset fleets. Reliab. Eng. Syst. Saf. 205 (2021)
Yigit A. Yucesan, Felipe Antonio Chegury Viana
Hybrid physics-informed neural networks for main bearing fatigue prognosis with visual grease inspection. Comput. Ind. 125 (2021)
Arinan Dourado, Felipe Antonio Chegury Viana
Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue. J. Comput. Inf. Sci. Eng. 20 (6) (2020)
Renato Giorgiani Nascimento, Kajetan Fricke, Felipe Antonio Chegury Viana
A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network. Eng. Appl. Artif. Intell. 96 (2020)
Renato Giorgiani Nascimento, Felipe Antonio Chegury Viana
Fleet Prognosis with Physics-informed Recurrent Neural Networks. CoRR (2019)
Felipe Antonio Chegury Viana
A Tutorial on Latin Hypercube Design of Experiments. Qual. Reliab. Eng. Int. 32 (5) (2016)
Felipe Antonio Chegury Viana, Raphael T. Haftka, Layne T. Watson
Efficient global optimization algorithm assisted by multiple surrogate techniques. J. Glob. Optim. 56 (2) (2013)
Ping Zhu, Feng Pan, Wei Chen, Felipe Antonio Chegury Viana
Lightweight design of vehicle parameters under crashworthiness using conservative surrogates. Comput. Ind. 64 (3) (2013)
Felipe Antonio Chegury Viana, Valder Steffen, Sergio Butkewitsch, Marcus de Freitas Leal
Optimization of aircraft structural components by using nature-inspired algorithms and multi-fidelity approximations. J. Glob. Optim. 45 (3) (2009)
Felipe Antonio Chegury Viana, Giovanni Iamin Kotinda, Domingos Alves Rade, Valder Steffen Jr.
Can Ants Design Mechanical Engineering Systems? IEEE Congress on Evolutionary Computation (2006)