Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Workshop paper
Publications
8 results for Imran Nasim
Fine-tuning for Extreme Event Prediction: Are Ensemble Methods All You Need?
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2025
- KDD 2025
Workshop paperFine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- NeurIPS 2024
Workshop paperDiscovering Intrinsic PK/PD Models Using Physics Informed Neural Networks
- Imran Nasim
- Adam Nasim
- et al.
- 2024
- PAGE-Meeting 2024
PosterTowards Foundation Models for the Industrial Forecasting of Chemical Kinetics
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- CAI 2024
Workshop paperUsing Neural Implicit Flow to represent latent dynamics of canonical systems
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- SCML 2024
Conference paperLearning Reduced Order Dynamics via Geometric Representations
- Imran Nasim
- Melanie Weber
- 2024
- SCML 2024
Conference paperDiscovering intrinsic multi-compartment pharmacometric models using Physics Informed Neural Networks
- Imran Nasim
- Adam Nasim
- 2024
- SCML 2024
Conference paper