Leveraging hyperspectral remote sensing and foundation models for greenhouse monitoringAlberto Costa Nogueira JuniorDevyani Lambhateet al.2024KDD 2024
Towards Foundation Models for the Industrial Forecasting of Chemical KineticsImran NasimJoao Lucas de Sousa Almeida2024CAI 2024
Using Neural Implicit Flow to represent latent dynamics of canonical systemsImran NasimJoao Lucas de Sousa Almeida2024SCML 2024
High-Resolution WRF Wind Field Dataset for GHG Applications: Navigating Computational Challenges in Energy ResearchKarthik MukkavilliW. Trojaket al.2023AGU Fall 2023
Towards operational methane emission detection from oil and gas facilities through multi-modal sensing and advanced dispersion and atmospheric modelingArash FathiJoao Lucas de Sousa Almeidaet al.2023AGU Fall 2023
A coupled Variational Encoder-Decoder - DeepONet surrogate model for the Rayleigh-Bénard convection problemJoao Lucas de Sousa AlmeidaPedro Rochaet al.2023AAAI 2023
Data-Driven Reduced-Order Model for Atmospheric CO2 DispersionPedro RochaMarcos Sebastião De Paula Gomeset al.2022AAAI-FS 2022
Reservoir computing in reduced order modeling for chaotic dynamical systemsAlberto Costa Nogueira JuniorFelipe De Castro Teixeira Carvalhoet al.2021ISC 2021
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water CirculationAlberto Costa Nogueira JuniorJoao Lucas de Sousa Almeidaet al.2020ISC 2020
Acoustic Wave Inversion Using Radial Basis Neural NetworksMiguel Paredes QuinonesAlberto Costa Nogueira Junioret al.2020Joint SBGf-SEG Workshop on Machine Learning 2020