Alberto Costa Nogueira

Physics and Astronomy · Physical Sciences

5h-index100citations30works2.52yr avg
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Research Topics

Model Reduction and Neural Networks(6), Advanced Numerical Methods in Computational Mathematics(5), Fluid Dynamics and Turbulent Flows(5), Computational Fluid Dynamics and Aerodynamics(4), Seismic Imaging and Inversion Techniques(4)

Publications30 total

PARAMETRIC RECONSTRUCTION OF PRESSURE AND TEMPERATURE FIELDS ON ROTOR 37 BLADE SURFACES USING MESH MORPHING AND POD-GPR
2025
A Physics-Informed Neural Operator for the Simulation of Surface Waves
Journal of Offshore Mechanics and Arctic Engineering·2024· 1 cited
Machine-Learning Based Reduced Order Model for Nonlinear Nozzle Flows Reconstruction
SSRN Electronic Journal·2024Open Access
AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 13 citedOpen Access
Improved Parametric Reduced-Order Models for Long-Term Extrapolation and Inverse Parameter Estimation Problems
SSRN Electronic Journal·2024· 1 citedOpen Access
Hyperparametric Studies of Operator Inference-Based Reduced-Order Models of Highly Turbulent Buoyancy-Driven Flows
SSRN Electronic Journal·2024Open Access
Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data
2023· 4 cited
Reduced-order modeling of the two-dimensional Rayleigh–Bénard convection flow through a non-intrusive operator inference
Engineering Applications of Artificial Intelligence·2023· 7 cited
A Physics-Informed Neural Operator for the Simulation of Surface Waves
2023· 1 cited
Nonintrusive Operator Inference for Chaotic Systems
IEEE Transactions on Artificial Intelligence·2022· 2 cited
Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems
Lecture notes in computer science·2021· 1 cited
Physics-Based Machine Learning Inversion of Subsurface Elastic Properties
81st EAGE Conference and Exhibition 2019·2019· 4 cited
A GPGPU pipeline for fast synthesis of 3D seismic
2019
Smooth and Compactly Supported Viscous Sub-cell Shock Capturing for Discontinuous Galerkin Methods
Journal of Scientific Computing·2018· 23 citedOpen Access
Comparing Modal and Nodal Approaches of the High Order Discontinuous Galerkin Method for the Solution of Sod's Shock Tube
Anais do ... Congresso Ibero-Latino-Americano de Métodos Computacionais em Engenharia·2017
ON THE CHOICE OF SHOCK CAPTURING SCHEMES FOR THE SOLUTION OF THE LWR TRAFFIC FLOW EQUATION USING A HIGH ORDER MODAL DISCONTINUOUS GALERKIN DISCRETIZATION
2016Open Access
Robust Traffic Density Estimation Using Discontinuous Galerkin Formulation of a Macroscopic Model
2015· 4 cited
Source estimation for wave equations with uncertain parameters
2015
Semi-discrete Matrix-Free Formulation of 3D Elastic Full Waveform Inversion Modeling
Lecture notes in computer science·2015Open Access
Modelling Traffic Flow with the Nonlinear LWR Scheme using the High Order Discontinuous Galerkin Discretization
Anais do ... Congresso Ibero-Latino-Americano de Métodos Computacionais em Engenharia·2015
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Frequent Co-authors

João Lucas de Sousa Almeida(8), Renato Fernandes Cantão(4), Pedro Roberto Barbosa Rocha(3), Marcos Sebastião de Paula Gomes(3), Tigran Tchrakian(3), Sergiy Zhuk(3), João Lucas S. Almeida(2), Marco L. Bittencourt(2), Enda Dimitri Vieira Bigarella(2), Marlon Sproesser Mathias(2), Felipe M. Moreno(2), Jefferson F. Coelho(2), Lucas P. de Freitas(2), Marcel R. de Barros(2), Pedro Cardozo de Mello(2), Marcelo Dottori(2), Fábio Gagliardi Cozman(2), Anna Helena Reali Costa(2), Edson Satoshi Gomi(2), Eduardo A. Tannuri(2)