Concepedia

Renato G. Nascimento

RG

Statistics

Publications

8

Citations

539

H-Index

8

Active since

2020

Affiliations

University of Central Florida(Current)

Ames Research Center

Renato G. Nascimento is an author at University of Central Florida specializing in neural networks, physics-informed modeling, and machine learning.

Publications per year

2020–2023

8

Publications

8

Hybrid physics-informed neural networks for lithium-ion battery modeling and prognosis

Renato G. Nascimento, Matteo Corbetta, Chetan S. Kulkarni et al. · Journal of Power Sources · 2021 · 192 citations

Engineering, Computer Science, Physics +14

A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network

Renato G. Nascimento, Kajetan Fricke, Felipe Viana · Engineering Applications of Artificial Intelligence · 2020 · 126 citations

Computing, Computer Science, Physics +14

Estimating model inadequacy in ordinary differential equations with physics-informed neural networks

Felipe Viana, Renato G. Nascimento, Arinan Dourado et al. · Computers & Structures · 2020 · 90 citations

Natural Sciences, Mathematics, Physics +15

A framework for Li-ion battery prognosis based on hybrid Bayesian physics-informed neural networks

Renato G. Nascimento, Felipe Viana, Matteo Corbetta et al. · Scientific Reports · 2023 · 53 citations · Full text

Computing, Computational Engineering, Computer Science +17

Cumulative Damage Modeling with Recurrent Neural Networks

Renato G. Nascimento, Felipe Viana · AIAA Journal · 2020 · 43 citations

Engineering, Aerospace Engineering, Physics +17

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