TerraTorch: an Open-source Framework for Fine-tuning Geospatial Foundation Models
- Bianca Zadrozny
- Carlos Miguel Pina Vaz Gomes
- et al.
- 2024
- AGU 2024
Joao Lucas de Sousa Almeida
Title
Research Software Engineer, Data Scientist, SciML
Publications
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- 2024
- NeurIPS 2024
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
Using Neural Implicit Flow to represent latent dynamics of canonical systems
- 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
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
Projects
Top collaborators
AC
Alberto Costa Nogueira Junior
Research Scientist - SciML specialist
IN
Imran Nasim
AI Engineer (WatsonX) & TSM | Client Engineering
LK
Levente Klein
Scientist, Geospatial Analytics
CW
Campbell Watson
Climate & Sustainability - Sr. Manager & Master Inventor