AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets
Hu, Xikun, Liu, Wenlin, Wen, Hao, Yuen, Ka-Veng, Jin, Tian, Junior, Alberto Costa Nogueira, Zhong, Ping
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)
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Journal Article
A Machine Learning Pressure Emulator for Hydrogen Embrittlement
Chau, Minh Triet, João Lucas de Sousa Almeida, Alhajjar, Elie, Alberto Costa Nogueira Junior
Published in arXiv.org (22.06.2023)
Published in arXiv.org (22.06.2023)
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Paper
Journal Article
Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems
Almeida, João Lucas de Sousa, Pires, Arthur Cancellieri, Cid, Klaus Feine Vaz, Junior, Alberto Costa Nogueira
Published in arXiv.org (21.09.2022)
Published in arXiv.org (21.09.2022)
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Paper
Journal Article
Reduced-order modeling of the two-dimensional Rayleigh–Bénard convection flow through a non-intrusive operator inference
Rocha, Pedro Roberto Barbosa, de Sousa Almeida, João Lucas, de Paula Gomes, Marcos Sebastião, Nogueira, Alberto Costa
Published in Engineering applications of artificial intelligence (01.11.2023)
Published in Engineering applications of artificial intelligence (01.11.2023)
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Journal Article
NEURAL OPERATORS FOR FAST WEATHER AND CLIMATE PREDICTIONS
Junior, Alberto Costa Nogueira, Holgate, Simon, Weldemariam, Komminist, Lütjens, Björn, Watson, Campbell D, Crawford, Catherine H
Year of Publication 22.06.2023
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Year of Publication 22.06.2023
Patent
Reduced order modeling of dynamical systems using artificial neural networks applied to water circulation
Nogueira, Alberto Costa, João Lucas de Sousa Almeida, Auger, Guillaume, Watson, Campbell D
Published in arXiv.org (18.02.2021)
Published in arXiv.org (18.02.2021)
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Paper
Journal Article
Semi-discrete Matrix-Free Formulation of 3D Elastic Full Waveform Inversion Modeling
Moore, Stephen, Chunduri, Devi Sudheer, Zhuk, Sergiy, Tchrakian, Tigran, van den Berg, Ewout, Akhriev, Albert, Nogueira, Alberto Costa, Rawlinson, Andrew, Horesh, Lior
Published in Euro-Par 2015: Parallel Processing
Published in Euro-Par 2015: Parallel Processing
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Book Chapter
REGIONALIZED CLIMATE MODELS USING PHYSICS-INFORMED NEURAL NETWORKS
Junior, Alberto Costa Nogueira, Weldemariam, Komminist, Watson, Campbell D, Vos, Etienne Eben, Zadrozny, Bianca
Year of Publication 27.10.2022
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Year of Publication 27.10.2022
Patent
REGIONALIZED CLIMATE MODELS USING PHYSICS-INFORMED NEURAL NETWORKS
WELDEMARIAM, Komminist, WATSON, Campbell D, JUNIOR, Alberto Costa Nogueira, VOS, Etienne Eben, ZADROZNY, Bianca
Year of Publication 31.08.2022
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Year of Publication 31.08.2022
Patent
Robust Traffic Density Estimation Using Discontinuous Galerkin Formulation of a Macroscopic Model
Tchrakian, Tigran T., Zhuk, Sergiy, Nogueira, Alberto Costa
Published in 2015 IEEE 18th International Conference on Intelligent Transportation Systems (01.09.2015)
Published in 2015 IEEE 18th International Conference on Intelligent Transportation Systems (01.09.2015)
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Conference Proceeding
Journal Article
Source estimation for wave equations with uncertain parameters
Zhuk, Sergiy, Moore, Stephen, Nogueira, Alberto Costa, Rawlinson, Andrew, Tchrakian, Tigran, Horesh, Lior, Aravkin, Aleksandr, Akhriev, Albert
Published in 2015 European Control Conference (ECC) (01.07.2015)
Published in 2015 European Control Conference (ECC) (01.07.2015)
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Conference Proceeding