CrisisFlow: Multimodal Representation Learning Workflow for Crisis Computing. - Patrycja Krawczuk; Shubham Nagarkar; Ewa Deelman (e-Science, 2021)

A Performance Characterization of Scientific Machine Learning Workflows. - Patrycja Krawczuk; George Papadimitriou 002; Ryan Tanaka; Tu Mai Anh Do; Srujana Subramanya; Shubham Nagarkar; Aditi Jain; Kelsie Lam; Anirban Mandal; Loïc Pottier; Ewa Deelman (WORKS, 2021)

Anomaly Detection in Scientific Workflows using End-to-End Execution Gantt Charts and Convolutional Neural Networks. - Patrycja Krawczuk; George Papadimitriou 002; Shubham Nagarkar; Mariam Kiran; Anirban Mandal; Ewa Deelman (PEARC, 2021)