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
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13 results for Joao Lucas de Sousa Almeida
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
TerraTorch: an Open-source Framework for Fine-tuning Geospatial Foundation Models
- Bianca Zadrozny
- Carlos Miguel Pina Vaz Gomes
- et al.
- 2024
- AGU 2024
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- 2024
- NeurIPS 2024
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
Using Neural Implicit Flow to represent latent dynamics of canonical systems
- 2024
- SCML 2024
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
Leveraging hyperspectral remote sensing and foundation models for greenhouse monitoring
- 2024
- KDD 2024
Towards Foundation Models for the Industrial Forecasting of Chemical Kinetics
- 2024
- CAI 2024