Overview:
The Second International Workshop on AI Principles in Science Communication (Ai4SC) invites original contributions exploring the intersection of generative AI and FAIR principles in scientific communication. The workshop focuses on enhancing the structuring, sharing, and understanding of scientific knowledge using AI technologies.

https://national-data-platform.github.io/ai4sc25/
Topics of Interest:
- Generative AI and LLM to communicate scientific innovations
- AI-driven techniques for scientific communication and software repositories
- Blue-sky research: Future AI for scientific software and repositories
- Different approaches to process data, like RAG, finetuning, agentic AI
- Novel methods for improving software discovery, usability, FAIRness, and automation
- AI-powered software and repository similarity analysis and documentation generation
- Constructing, deploying, and managing ontologies from domain repositories using generative AI
- Next-generation GenAI for scientific software and repository interaction to communicate scientific methodology and technique
- AI-powered software and repository discovery & reusability, creating better protocols for scientific communities
- Privacy risks of scientific communication through generative AI, including access control, machine learning, and more
- Privacy-preserving heterogeneous data repositories
- LLM-based agentic pipelines for scientific workflows
- Breakthroughs in LLM for scientific advancements using big data and HPC techniques
- Integrating knowledge graphs and ontologies with generative AI for innovation and result representation

Submission Guidelines:
We invite two types of submissions:
- Abstracts (Short papers) (2–4 pages, including references): for early-stage results, position papers, or innovative concepts.
- Papers (Long papers) (8–10 pages maximum, excluding references): for mature, previously unpublished research or in-depth experience reports.

All submissions should follow the IEEE 8.5×11 manuscript guidelines using the official IEEE LaTeX or Word template. Papers must use double-column text, single-spaced, 10-point font.

Submissions must be made via EasyChair at: https://easychair.org/conferences?conf=ai4sc25

Accepted papers will be published in the IEEE eScience 2025 Workshop Proceedings and presented at the workshop.

Why Submit?
- Join an interdisciplinary dialogue bridging AI and scientific communication
- Gain visibility through publication in IEEE proceedings
- Shape the future of FAIR-aware AI tools for research

Important Dates:
- Website Open: May 12, 2025
- Submissions Open: June 1, 2025
- Submissions Closed: July 30, 2025
- Reviews by the Program Committee: August 15, 2025
- Final Camera-Ready Submission: August 20, 2025
- Final Program Notifications: TBD