Formulação P do metodo de elementos finitos em problemas de elasticidade linear e não-linear com malhas 3D e em metodos multigrid algebricos. - Alberto Costa Nogueira Junior (2002)

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)

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 (IEEE Big Data, 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)

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., 2023)

AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets. - Xikun Hu; Wenlin Liu; Hao Wen; Ka-Veng Yuen; Tian Jin 001; Alberto Costa Nogueira Junior; Ping Zhong 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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., 2024)