Jeff Adie

According to our database, Jeff Adie authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

XAI4Extremes: An interpretable machine learning framework for understanding extreme-weather precursors under climate change.

Jiawen Wei, Aniruddha Bora, Vivek Oommen, Chenyu Dong, Juntao Yang, Jeff Adie, Chen Chen, Simon See, George E. Karniadakis, Gianmarco Mengaldo

CoRR, March, 2025

CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints.

Xin Wang, Juntao Yang, Jeff Adie, Simon See, Kalli Furtado, Chen Chen, Troy Arcomano, Romit Maulik, Gianmarco Mengaldo

CoRR, February, 2025

2024

Data-driven Surface Solar Irradiance Estimation using Neural Operators at Global Scale.

Alberto Carpentieri, Jussi Leinonen, Jeff Adie, Boris Bonev, Doris Folini, Farah Hariri

CoRR, 2024

GAIA-Chem: A Framework for Global AI-Accelerated Atmospheric Chemistry Modelling.

Jeff Adie, Cheng Siong Chin, Jichun Li, Simon See

Proceedings of the Platform for Advanced Scientific Computing Conference, 2024

2023

Reducing the Carbon Footprint of Ensemble Weather Forecasting with GPUs.

Jeff Adie, Terry Yin, Stan Posey, Simon See

Proceedings of the IEEE Region 10 Conference, 2023

2021

Challenges and opportunities for a hybrid modelling approach to earth system science.

Simon See, Jeff Adie

CCF Trans. High Perform. Comput., 2021