Deep Domain Adaptation based Cloud Type Detection using Active and Passive Satellite Data. - Xin Huang 005; Sahara Ali; Chenxi Wang; Zeyu Ning; Sanjay Purushotham; Jianwu Wang 001; Zhibo Zhang (IEEE BigData, 2020)

Multi-Task Deep Learning Based Spatiotemporal Arctic Sea Ice Forecasting. - Eliot Kim; Peter Kruse; Skylar Lama; Jamal Bourne; Michael Hu; Sahara Ali; Yiyi Huang; Jianwu Wang 001 (IEEE BigData, 2021)

Sea Ice Forecasting using Attention-based Ensemble LSTM. - Sahara Ali; Yiyi Huang; Xin Huang 005; Jianwu Wang 001 (CoRR, 2021)

MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. - Sahara Ali; Jianwu Wang 001 (BDCAT, 2022)

Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. - Sahara Ali; Seraj Al Mahmud Mostafa; Xingyan Li; Sara Khanjani; Jianwu Wang 001; James R. Foulds; Vandana P. Janeja (IGARSS, 2022)

Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. - Sahara Ali; Omar Faruque; Yiyi Huang; Md. Osman Gani; Aneesh Subramanian; Nicole-Jeanne Schlegel; Jianwu Wang 001 (ICMLA, 2023)

Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting. - Louis Lapp; Sahara Ali; Jianwu Wang 001 (ICMLA, 2023)

Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. - Sahara Ali; Omar Faruque; Jianwu Wang 001 (CoRR, 2023)

Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. - Sahara Ali; Omar Faruque; Jianwu Wang 001 (ECML/PKDD (3), 2024)

Tutorial on Causal Inference with Spatiotemporal Data. - Sahara Ali; Jianwu Wang 001 (STCausal@SIGSPATIAL, 2024)

TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. - Omar Faruque; Sahara Ali; Xue Zheng; Jianwu Wang 001 (CoRR, 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 001 (CoRR, 2024)