Publications
This section contains publications published by ISI over the past several decades.
2023
How is artificial intelligence changing science?
Ewa Deelman
2023 IEEE 19th International Conference on e-Science (e-Science), 1-4, 2023
Flypaw: Optimized route planning for scientific uavmissions
Andrew Grote, Eric Lyons, Komal Thareja, George Papadimitriou, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink
2023 IEEE 19th International Conference on e-Science (e-Science), 1-10, 2023
Online Boosted Gaussian Learners for In-Situ Detection and Characterization of Protein Folding States in Molecular Dynamics Simulations
Harshita Sahni, Hector Carrillo-Cabada, Ekaterina Kots, Silvina Caino-Lores, Jack Marquez, Ewa Deelman, Michel Cuendet, Harel Weinstein, Michela Taufer, Trilce Estrada
2023 IEEE 19th International Conference on e-Science (e-Science), 1-10, 2023
Self-supervised learning for anomaly detection in computational workflows
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Ewa Deelman, Prasanna Balaprakash
arXiv preprint arXiv:2310.01247, 2023
Performance assessment of ensembles of in situ workflows under resource constraints
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno‐Lores, Michela Taufer, Ewa Deelman
Concurrency and Computation: Practice and Experience 35 (20), e7111, 2023
Broadening Student Engagement To Build the Next Generation of Cyberinfrastructure Professionals
Angela Murillo, Don Brower, Sarowar Hossain, Kerk Kee, Anirban Mandal, Jarek Nabrzyski, Erik Scott, Nicole Virdone, Rodney Ewing, Ewa Deelman
Practice and Experience in Advanced Research Computing, 470-473, 2023
Graph neural networks for detecting anomalies in scientific workflows
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash
The International Journal of High Performance Computing Applications 37 (3-4 …, 2023
Can the united states maintain its leadership in high-performance computing?-a report from the ascac subcommittee on american competitiveness and innovation to the ascr office
Jack Dongarra, Ewa Deelman, Tony Hey, Satoshi Matsuoka, Vivek Sarakar, Greg Bell, Ian Foster, David Keyes, Dieter Kranzlmueller, Bob Lucas, Lynne Parker, John Shalf, Dan Stanzione, Rick Stevens, Katherine Yelick
USDOE Office of Science (SC)(United States), 2023
Runtime steering of molecular dynamics simulations through in situ analysis and annotation of collective variables
Silvina Caino-Lores, Michel Cuendet, Jack Marquez, Ekaterina Kots, Trilce Estrada, Ewa Deelman, Harel Weinstein, Michela Taufer
Proceedings of the Platform for Advanced Scientific Computing Conference, 1-11, 2023
Experiments on Network Services for Video Transmission using FABRIC Instrument Resources
Alicia Esquivel Morel, Durbek Gafurov, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023
VisDict: Improving Communication Via a Visual Dictionary in a Science Gateway
Sandra Gesing, Ewa Deelman, Michael Hildreth, Ramandeep Makhija, Mary Ann McDowell, Natalie K Meyers, Douglas Thain
Computing in Science & Engineering 25 (2), 7-11, 2023
FlyNet: Drones on the horizon
Alicia Esquivel Morel, Chengyi Qu, Prasad Calyam, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
IEEE Internet Computing 27 (3), 35-43, 2023
Parallel Processing and Applied Mathematics: 14th International Conference, PPAM 2022, Gdansk, Poland, September 11–14, 2022, Revised Selected Papers, Part I
Roman Wyrzykowski, Jack Dongarra, Ewa Deelman, Konrad Karczewski
Springer Nature, 2023
Dynamic Network-Centric Multi-cloud Platform for Real-Time and Data-Intensive Science Workflows
George Papadimitriou, Cong Wang, Eric Lyons, Komal Thareja, Paul Ruth, JJ Villalobos, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal
Handbook of Dynamic Data Driven Applications Systems: Volume 2, 835-868, 2023
Network services management using programmable data planes for visual cloud computing
Alicia Esquivel Morel, Prasad Calyam, Chengyi Qu, Durbek Gafurov, Cong Wang, Komal Thareja, Anirban Mandal, Eric Lyons, Michael Zink, George Papadimitriou, Ewa Deelman
2023 International Conference on Computing, Networking and Communications …, 2023
Social-llm: Modeling user behavior at scale using language models and social network data
Julie Jiang, Emilio Ferrara
arXiv preprint arXiv:2401.00893, 2023
Social bots: detection and challenges
Kai-Cheng Yang, Onur Varol, Alexander C Nwala, Mohsen Sayyadiharikandeh, Emilio Ferrara, Alessandro Flammini, Filippo Menczer
arXiv preprint arXiv:2312.17423, 2023
Exposing Influence Campaigns in the Age of LLMs: A Behavioral-based AI Approach to Detecting State-sponsored Trolls
Fatima Ezzeddine, Omran Ayoub, Silvia Giordano, Gianluca Nogara, Ihab Sbeity, Emilio Ferrara, Luca Luceri
EPJ Data Science 12 (1), 46, 2023
How Does Twitter Account Moderation Work? Dynamics of Account Creation and Suspension on Twitter During Major Geopolitical Events
Francesco Pierri, Luca Luceri, Emily Chen, Emilio Ferrara
EPJ Data Science 12 (1), 43, 2023
Social approval and network homophily as motivators of online toxicity
Julie Jiang, Luca Luceri, Joseph B Walther, Emilio Ferrara
arXiv preprint arXiv:2310.07779, 2023