Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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5 results for Joao Lucas de Sousa Almeida

A coupled Variational Encoder-Decoder - DeepONet surrogate model for the Rayleigh-Bénard convection problem
- - Joao Lucas de Sousa Almeida
  - Pedro Rocha
  - et al.
- 2023
- AAAI 2023
Reservoir computing in reduced order modeling for chaotic dynamical systems
- - Alberto Costa Nogueira Junior
  - Felipe De Castro Teixeira Carvalho
  - et al.
- 2021
- ISC 2021
Acoustic Wave Inversion Using Radial Basis Neural Networks
- - Miguel Paredes Quinones
  - Alberto Costa Nogueira Junior
  - et al.
- 2020
- Joint SBGf-SEG Workshop on Machine Learning 2020
Data-Driven Reduced-Order Model for Atmospheric CO2 Dispersion
- - Pedro Rocha
  - Marcos Sebastião De Paula Gomes
  - et al.
- 2022
- AAAI-FS 2022
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation
- 2020
- ISC 2020