Submission Guidelines

All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome:

• Full papers describing novel research contributions, including theoretical advancements, computational methods, or applications in AI and mathematical sciences. Topics may include neurosymbolic learning for algebraic structures, graded neural networks, geometric AI using weighted projective varieties, arithmetic methods for AI security, or optimization frameworks for data fabrics. Full papers should provide comprehensive results, rigorous methodology, and clear implications for interdisciplinary research (typically 10–30 pages).
• Posters describing preliminary results, innovative ideas, or ongoing research in AI and mathematical sciences. Posters are ideal for presenting early-stage work, computational experiments, or applications in areas such as Galois group analysis via AI, Finsler metric clustering, rational points on algebraic varieties, or data-driven optimization. Posters should be concise, visually engaging, and spark discussion (abstracts typically 1–2 pages, with a poster presentation at the conference).

List of Topics

• Neurosymbolic Learning and Algebraic Structures: Applying neurosymbolic networks to Galois groups and moduli spaces for polynomial solvability and AI-driven geometric analysis.

• Graded Neural Networks and Transformers: Developing graded neural architectures for enhanced AI models, leveraging algebraic structures in machine learning.

• Weighted Projective Varieties and Geometric AI: Using weighted hypersurfaces, Finsler metric clustering, and Gröbner bases for computational geometry and data representation in AI.

• Rational Points and Zeta Functions in AI Security: Exploring rational points and zeta functions on algebraic varieties for AI-enhanced cryptographic protocols and secure systems.

Data Fabrics and Optimization for AI: Designing mathematical frameworks for data fabrics and optimization algorithms to support AI-driven data integration and processing.

Venue

Mark your calendars for December 15-20, 2025, and join us at Hotel Rozafa in Shkodra, Albania, for this landmark event. Stay tuned for updates on registration, keynote speakers, and the full program. For inquiries, please contact the organizing committee at [insert contact email].

Be part of a transformative dialogue shaping the future of artificial intelligence and mathematical sciences!

Contact

All questions about submissions should be emailed to T. Shaska (shaska@oakland.edu)