João Lucas de Sousa Almeida

Orcid: 0000-0001-5872-064X

According to our database1, João Lucas de Sousa Almeida authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Nonintrusive Operator Inference for Chaotic Systems.
IEEE Trans. Artif. Intell., March, 2024

Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics.
CoRR, 2024

Using Neural Implicit Flow To Represent Latent Dynamics Of Canonical Systems.
CoRR, 2024

2023
Reduced-order modeling of the two-dimensional Rayleigh-Bénard convection flow through a non-intrusive operator inference.
Eng. Appl. Artif. Intell., November, 2023

A Machine Learning Pressure Emulator for Hydrogen Embrittlement.
CoRR, 2023

Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Non-Intrusive Reduced Models based on Operator Inference for Chaotic Systems.
CoRR, 2022

2021
Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical Systems.
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.
Proceedings of the High Performance Computing, 2020

2019
Smooth and Compactly Supported Viscous Sub-cell Shock Capturing for Discontinuous Galerkin Methods.
J. Sci. Comput., 2019


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