Felipe A. C. Viana | Renato G. Nascimento /authors/felipe-a.-c.-viana/ Felipe A. C. Viana Source Themes Academic (https://sourcethemes.com/academic/)en-usWed, 22 Sep 2021 00:00:00 +0000 /img/icon-192.png Felipe A. C. Viana /authors/felipe-a.-c.-viana/ Hybrid physics-informed neural networks for lithium-ion battery modeling and prognosis /publication/2021-jps-nascimento-et-al/ Wed, 22 Sep 2021 00:00:00 +0000 /publication/2021-jps-nascimento-et-al/ Usage-based Lifing of Lithium-Ion Battery with Hybrid Physics-Informed Neural Networks /publication/2021-aviation-nascimento-et-al/ Wed, 28 Jul 2021 00:00:00 +0000 /publication/2021-aviation-nascimento-et-al/ Quadcopter Soft Vertical Landing Control with Hybrid Physics-informed Machine Learning /publication/2021-scitech-fricke-et-al/ Mon, 11 Jan 2021 00:00:00 +0000 /publication/2021-scitech-fricke-et-al/ Estimating model inadequacy in ordinary differential equations with physics-informed neural networks /publication/2020-cs-viana-et-al/ Tue, 15 Dec 2020 00:00:00 +0000 /publication/2020-cs-viana-et-al/ Visualizing corrosion in automobiles using generative adversarial networks /publication/2020-phm-zuben-et-al/ Mon, 09 Nov 2020 00:00:00 +0000 /publication/2020-phm-zuben-et-al/ A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network /publication/2020-eaai-nascimento-et-al/ Thu, 08 Oct 2020 00:00:00 +0000 /publication/2020-eaai-nascimento-et-al/ Cumulative Damage Modeling with Recurrent Neural Networks /publication/2020-aiaa-nascimento-viana/ Wed, 02 Sep 2020 00:00:00 +0000 /publication/2020-aiaa-nascimento-viana/ Quadcopter Control Optimization through Machine Learning /publication/2020-scitech-nascimento-et-al/ Wed, 01 Jan 2020 00:00:00 +0000 /publication/2020-scitech-nascimento-et-al/ Satellite Image Classification and Segmentation with Transfer Learning /publication/2020-scitech-sat-nascimento/ Wed, 01 Jan 2020 00:00:00 +0000 /publication/2020-scitech-sat-nascimento/ Fleet prognosis with physics-informed recurrent neural networks /publication/2019-iwdhm-nascimento-viana/ Tue, 01 Jan 2019 00:00:00 +0000 /publication/2019-iwdhm-nascimento-viana/