Patrycja Krawczuk

According to our database, Patrycja Krawczuk authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

Workflow Anomaly Detection with Graph Neural Networks.

Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Patrycja Krawczuk, Loïc Pottier, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash

Proceedings of the IEEE/ACM Workshop on Workflows in Support of Large-Scale Science, 2022

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

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

Anomaly Detection in Scientific Workflows using End-to-End Execution Gantt Charts and Convolutional Neural Networks.

Patrycja Krawczuk, George Papadimitriou, Shubham Nagarkar, Mariam Kiran, Anirban Mandal, Ewa Deelman

Proceedings of the PEARC '21: Practice and Experience in Advanced Research Computing, 2021

A Performance Characterization of Scientific Machine Learning Workflows.

Patrycja Krawczuk, George Papadimitriou, Ryan Tanaka, Tu Mai Anh Do, Srujana Subramanya, Shubham Nagarkar, Aditi Jain, Kelsie Lam, Anirban Mandal, Loïc Pottier, Ewa Deelman

Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

CrisisFlow: Multimodal Representation Learning Workflow for Crisis Computing.

Patrycja Krawczuk, Shubham Nagarkar, Ewa Deelman

Proceedings of the 17th IEEE International Conference on eScience, 2021

2019

Rational discovery of dual-indication multi-target PDE/Kinase inhibitor for precision anti-cancer therapy using structural systems pharmacology.

Hansaim Lim, Di He, Yue Qiu, Patrycja Krawczuk, Xiaoru Sun, Lei Xie

PLoS Comput. Biol., 2019