Felipe A. C. Viana

Latest

• Hybrid physics-informed neural networks for lithium-ion battery modeling and prognosis
• Usage-based Lifing of Lithium-Ion Battery with Hybrid Physics-Informed Neural Networks
• Quadcopter Soft Vertical Landing Control with Hybrid Physics-informed Machine Learning
• Estimating model inadequacy in ordinary differential equations with physics-informed neural networks
• Visualizing corrosion in automobiles using generative adversarial networks
• A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network
• Cumulative Damage Modeling with Recurrent Neural Networks
• Quadcopter Control Optimization through Machine Learning
• Satellite Image Classification and Segmentation with Transfer Learning
• Fleet prognosis with physics-informed recurrent neural networks