João Lucas de Sousa Almeida

According to our database, João Lucas de Sousa Almeida authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Nonintrusive Operator Inference for Chaotic Systems.

João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior

IEEE Trans. Artif. Intell., March, 2024

2023

Reduced-order modeling of the two-dimensional Rayleigh-Bénard convection flow through a non-intrusive operator inference.

Pedro Roberto Barbosa Rocha, João Lucas de Sousa Almeida, Marcos Sebastião De Paula Gomes, Alberto Costa Nogueira Junior

Eng. Appl. Artif. Intell., November, 2023

A Machine Learning Pressure Emulator for Hydrogen Embrittlement.

Minh Triet Chau, João Lucas de Sousa Almeida, Elie Alhajjar, Alberto Costa Nogueira Junior

CoRR, 2023

Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data.

Maciel Zortea, João Lucas de Sousa Almeida, Levente J. Klein, Alberto Costa Nogueira Junior

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems.

João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior

CoRR, 2022

2021

Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems.

Alberto Costa Nogueira Jr., Felipe C. T. Carvalho, João Lucas de Sousa Almeida, Andrés Codas, Eloisa Bentivegna, Campbell D. Watson

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

2020

Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation.

Alberto Costa Nogueira, João Lucas de Sousa Almeida, Guillaume Auger, Campbell D. Watson

Proceedings of the High Performance Computing, 2020

2019

Smooth and Compactly Supported Viscous Sub-cell Shock Capturing for Discontinuous Galerkin Methods.

Jan Glaubitz, Alberto Costa Nogueira Jr., João Lucas de Sousa Almeida, R. F. Cantão, C. A. C. Silva

J. Sci. Comput., 2019