Rational discovery of dual-indication multi-target PDE/Kinase inhibitor for precision anti-cancer therapy using structural systems pharmacology. - Hansaim Lim; Di He 003; Yue Qiu 002; Patrycja Krawczuk; Xiaoru Sun; Lei Xie 006 (PLoS Comput. Biol., 2019)

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)

Accelerating Scientific Workflows on HPC Platforms with In Situ Processing. - Tu Mai Anh Do; Loïc Pottier; Orcun Yildiz; Karan Vahi; Patrycja Krawczuk; Tom Peterka; Ewa Deelman (CCGRID, 2022)

Workflow Anomaly Detection with Graph Neural Networks. - Hongwei Jin; Krishnan Raghavan; George Papadimitriou 002; Cong Wang 014; Anirban Mandal; Patrycja Krawczuk; Loïc Pottier; Mariam Kiran; Ewa Deelman; Prasanna Balaprakash (WORKS@SC, 2022)

Application of Disentanglement to Map Registration Problem. - Hae Jin Song; Patrycja Krawczuk; Po-Hsuan Huang (CoRR, 2024)