João Lucas de Sousa Almeida

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Dynamical Systems

Kalman Filtering

Top Venues

Eng. Appl. Artif. Intell.

Publications

João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior
Nonintrusive Operator Inference for Chaotic Systems. IEEE Trans. Artif. Intell. 5 (3) (2024)
Imran Nasim, João Lucas de Sousa Almeida
Using Neural Implicit Flow To Represent Latent Dynamics Of Canonical Systems. CoRR (2024)
Minh Triet Chau, João Lucas de Sousa Almeida, Elie Alhajjar, Alberto Costa Nogueira Junior
A Machine Learning Pressure Emulator for Hydrogen Embrittlement. CoRR (2023)
Pedro Roberto Barbosa Rocha, João Lucas de Sousa Almeida, Marcos Sebastião De Paula Gomes, Alberto Costa Nogueira Junior
Reduced-order modeling of the two-dimensional Rayleigh-Bénard convection flow through a non-intrusive operator inference. Eng. Appl. Artif. Intell. 126 (2023)
Maciel Zortea, João Lucas de Sousa Almeida, Levente J. Klein, Alberto Costa Nogueira Junior
Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data. BigData (2023)
João Lucas de Sousa Almeida, Arthur Cancellieri Pires, Klaus Feine Vaz Cid, Alberto Costa Nogueira Junior
Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems. CoRR (2022)
Alberto Costa Nogueira Jr., Felipe C. T. Carvalho, João Lucas de Sousa Almeida, Andrés Codas, Eloisa Bentivegna, Campbell D. Watson
Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems. ISC Workshops (2021)
Alberto Costa Nogueira, João Lucas de Sousa Almeida, Guillaume Auger, Campbell D. Watson
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation. ISC Workshops (2020)
Jan Glaubitz, Alberto Costa Nogueira Jr., João Lucas de Sousa Almeida, R. F. Cantão, C. A. C. Silva
Smooth and Compactly Supported Viscous Sub-cell Shock Capturing for Discontinuous Galerkin Methods. J. Sci. Comput. 79 (1) (2019)