HydroDeep - A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis. - Aishwarya Sarkar; Jien Zhang; Chaoqun Lu; Ali Jannesari (CoRR, 2020)

Transfer Learning Approaches for Knowledge Discovery in Grid-based Geo-Spatiotemporal Data. - Aishwarya Sarkar; Jien Zhang; Chaoqun Lu; Ali Jannesari (CoRR, 2021)

Domain-Aware Scalable Distributed Training for Geo-Spatiotemporal Data. - Aishwarya Sarkar; Jien Zhang; Chaoqun Lu; Ali Jannesari (IPDPS Workshops, 2023)

Accelerating Domain-aware Deep Learning Models with Distributed Training. - Aishwarya Sarkar; Chaoqun Lu; Ali Jannesari (CoRR, 2023)

MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs. - Aishwarya Sarkar; Sayan Ghosh; Nathan R. Tallent; Ali Jannesari (CLUSTER, 2024)

The Landscape and Challenges of HPC Research and LLMs. - Le Chen; Nesreen K. Ahmed; Akash Dutta; Arijit Bhattacharjee; Sixing Yu; Quazi Ishtiaque Mahmud; Waqwoya Abebe; Hung Phan; Aishwarya Sarkar; Branden Butler; Niranjan Hasabnis; Gal Oren 001; et al. (CoRR, 2024)

Enhanced Soups for Graph Neural Networks. - Joseph Zuber; Aishwarya Sarkar; Joseph Jennings; Ali Jannesari (IPDPS (Workshops), 2025)