Picture for Omar Faruque

Omar Faruque

gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method

Add code
Aug 26, 2024
Viaarxiv icon

Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference

Add code
May 13, 2024
Viaarxiv icon

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

Add code
Apr 03, 2024
Viaarxiv icon

TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data

Add code
Apr 01, 2024
Viaarxiv icon

Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data

Add code
Apr 27, 2023
Viaarxiv icon

Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference

Add code
Mar 14, 2023
Figure 1 for Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
Figure 2 for Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
Figure 3 for Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
Figure 4 for Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference
Viaarxiv icon