Workshop

Workshop on Advancements in Applied Machine-learning and Data Analytics at ICCSA 2026

Workshop organized in conjuction with ICCSA 2026, June 30- July 3, 2026 in collaboration with University of Minho, Braga, Portugal..

Topics

The workshop will run with a single, half a day, session covering the following topics:

• Architectures for running Machine Learning and Data Analytics at the edge: applications, services, and processing
• Solutions for Holistic Management
• Exploration of Machine Learning and Data Analytics Applications
• Simulation and emulation techniques, frameworks and platforms via Machine Learning
• Machine Learning for Software Engineering, Medicine, Climate, Environmental, and Applied Physics
• Machine Learning for innovative business models
• Computational Infrastructures for Machine Learning and Data Analytics
• Solutions to implement Digital Twins
• AI agents, AI Model Operations and AI Model distillation
• Artificial General Intelligence (AGI) and Foundation Models
• Synthetic Data generation for Model training

Key dates and information

• Paper submission deadline: March 20, 2026 –> new April 5, 2026
• Decision to authors: April 20, 2026
• Camera ready papers due: May 8, 2026
• Registration and payment ends (hard deadline): May 8, 2026
• Submission website: iccsa

Organizers

• Alessandro Costantini
• Daniele Cesini
• Elisabetta Ronchieri

Previous editions

• AAMDA2025 - Computational Science and Its Applications – ICCSA 2025 Workshops
• AAMDA2022 - Computational Science and Its Applications – ICCSA 2022 Workshops
• AAMDA2021 - Computational Science and Its Applications – ICCSA 2021 Workshops

Acknowledgments

• Italian Institute for Nuclear Physics - CNAF

Contacts

Please contact us at aamda-workshop@lists.cnaf.infn.it

Credits

Webpage project based on the alshedivat/al-folio template. Workshop webpage powered by Jekyll and hosted by GitHub page.