Akila Sampath

According to our database, Akila Sampath authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

Time-Varying Causal Treatment for Quantifying the Causal Effect of Short-Term Variations on Arctic Sea Ice Dynamics.

Akila Sampath, Vandana P. Janeja, Jianwu Wang

CoRR, January, 2026

PhysE-Inv: A Physics-Encoded Inverse Modeling approach for Arctic Snow Depth Prediction.

Akila Sampath, Vandana P. Janeja, Jianwu Wang

CoRR, January, 2026

2024

Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods.

Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang

CoRR, 2024

Physics-Informed Machine Learning for Sea Ice Thickness Prediction.

Akila Sampath, Omar Faruque, Azim Khan, Vandana P. Janeja, Jianwu Wang

Proceedings of the IEEE International Conference on Knowledge Graph, 2024