Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- CAI 2024
Publications
23 results for Joao Lucas de Sousa Almeida
Using Neural Implicit Flow to represent latent dynamics of canonical systems
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- SCML 2024
High-Resolution WRF Wind Field Dataset for GHG Applications: Navigating Computational Challenges in Energy Research
- Karthik Mukkavilli
- W. Trojak
- et al.
- 2023
- AGU Fall 2023
Towards operational methane emission detection from oil and gas facilities through multi-modal sensing and advanced dispersion and atmospheric modeling
- Arash Fathi
- Joao Lucas de Sousa Almeida
- et al.
- 2023
- AGU Fall 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
- et al.
- 2023
- Eng Appl Artif Intell
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
Data-Driven Reduced-Order Model for Atmospheric CO2 Dispersion
- Pedro Rocha
- Marcos Sebastião De Paula Gomes
- et al.
- 2022
- AAAI-FS 2022
Non-intrusive operator inference for chaotic systems
- Joao Lucas de Sousa Almeida
- Arthur Cancelieri Pires
- et al.
- 2022
- IEEE Transactions on Artificial Intelligence
Reservoir computing in reduced order modeling for chaotic dynamical systems
- Alberto Costa Nogueira Junior
- Felipe De Castro Teixeira Carvalho
- et al.
- 2021
- ISC 2021
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation
- Alberto Costa Nogueira Junior
- Joao Lucas de Sousa Almeida
- et al.
- 2020
- ISC 2020