Publications

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2024

Machine Learning Workflows in the Computing Continuum for Environmental Monitoring

Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman, Massimo Villari

International Conference on Computational Science, 368-382, 2024

2024 Advanced Scientific Computing Advisory Committee (ASCR) Facilities Subcommittee Recommendations

Ed Seidel, Amanda Randles, Rick Arthur, Keren Bergman, Bill Carlson, Ewa Deelman, Ray Grout, Bruce Hendrickson, Dan Reed

USDOE Office of Science (SC), 2024

Using open-science workflow tools to produce SCEC CyberShake physics-based probabilistic seismic hazard models

Scott Callaghan, Philip J Maechling, Fabio Silva, Mei-Hui Su, Kevin R Milner, Robert W Graves, Kim B Olsen, Yifeng Cui, Karan Vahi, Albert Kottke, Christine A Goulet, Ewa Deelman, Thomas H Jordan, Yehuda Ben-Zion

Frontiers in High Performance Computing 2, 1360720, 2024

A Workflow Management System Approach To Federated Learning: Application to Industry 4.0

Hamza Safri, George Papadimitriou, Frédéric Desprez, Ewa Deelman

2024 20th International Conference on Distributed Computing in Smart Systems …, 2024

Preface of special issue on advances in algorithms, models, hardware, and software for next-generations HPC systems

Roman Wyrzykowski, Ewa Deelman

Future Generation Computer Systems 153, 539-542, 2024

Reproducing the Results for NICER Observation of PSR J0030+ 0451

Chaitanya Afle, Patrick R Miles, Silvina Caíno-Lores, Collin D Capano, Ingo Tews, Karan Vahi, Ewa Deelman, Michela Taufer, Duncan A Brown

Computing in Science & Engineering, 2024

Shaping the Future of Self-Driving Autonomous Laboratories Workshop

Rafael Ferreira Da Silva, Rob Moore II, Ben Mintz, Rigoberto Advincula, Anees Alnajjar, Luke Baldwin, Craig A Bridges, Ryan Coffee, Ewa Deelman, Christian Engelmann, Brian Etz, Millie Firestone, Ian Foster, Panchapakesan Ganesh, Leslie Hamilton, Dale Huber, Ilia N Ivanov, Shantenu Jha, Ying Li, Yongtao Liu, Jay Lofstead, Anirban Mandal, Hector Garcia Martin, Theresa Mayer, Marshall McDonnell, Vijayakumar Murugesan, Sal Nimer, Nageswara Rao, Martin Seifrid, Mitra Taheri, Michela Taufer, Konstantinos Vogiatzis

2024

Interim Editor-in-chief

Ilkay Altintas, Jeffrey Carver, Massimo DiPierro, Steven Gottlieb, Michela Taufer, Hans-Joachim Bungartz, Aparna Chandramowlishwaran, Ewa Deelman, Adrian Feiguin, K Scott Hemmert, Hai Ah Nam, Amanda Randles, Damian Rouson, Melissa C Smith, Irina Tezaur, Rio Yokota

2024

Guest Editor’s note: Special issue on challenges and solutions for porting applications to next-generation high performance computing systems

Roman Wyrzykowski, Ewa Deelman

The International Journal of High Performance Computing Applications 38 (1), 3-4, 2024

Durbin: Internet Outage Detection with Adaptive Passive Analysis

Asma Enayet, John Heidemann

arXiv preprint arXiv:2411.17958, 2024

Large language models for wearable sensor-based human activity recognition, health monitoring, and behavioral modeling: a survey of early trends, datasets, and challenges

Emilio Ferrara

Sensors 24 (15), 5045, 2024

Factuality challenges in the era of large language models and opportunities for fact-checking

Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Halevy, Eduard Hovy, Heng Ji, Filippo Menczer, Ruben Miguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni

Nature Machine Intelligence 6 (8), 852-863, 2024

Information Sciences Institute

Publications

2024

Machine Learning Workflows in the Computing Continuum for Environmental Monitoring

2024 Advanced Scientific Computing Advisory Committee (ASCR) Facilities Subcommittee Recommendations

Using open-science workflow tools to produce SCEC CyberShake physics-based probabilistic seismic hazard models

A Workflow Management System Approach To Federated Learning: Application to Industry 4.0

Preface of special issue on advances in algorithms, models, hardware, and software for next-generations HPC systems

Reproducing the Results for NICER Observation of PSR J0030+ 0451

Shaping the Future of Self-Driving Autonomous Laboratories Workshop

Interim Editor-in-chief

Guest Editor’s note: Special issue on challenges and solutions for porting applications to next-generation high performance computing systems

Durbin: Internet Outage Detection with Adaptive Passive Analysis

Large language models for wearable sensor-based human activity recognition, health monitoring, and behavioral modeling: a survey of early trends, datasets, and challenges

Factuality challenges in the era of large language models and opportunities for fact-checking

Charting the Landscape of Nefarious Uses of Generative Artificial Intelligence for Online Election Interference

Susceptibility to Unreliable Information Sources: Swift Adoption with Minimal Exposure

Automated claim matching with large language models: empowering fact-checkers in the fight against misinformation

Leveraging Large Language Models to Detect Influence Campaigns on Social Media

Unmasking the web of deceit: Uncovering coordinated activity to expose information operations on Twitter

The Butterfly Effect in Artificial Intelligence Systems: Implications for AI Bias and Fairness

GET-Tok: A GenAI-Enriched Multimodal TikTok Dataset Documenting the 2022 Attempted Coup in Peru

FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs