Topological Vortex Theory and Its Applications in Artificial Intelligence (5)

Blogs Literature
Posté 2025-12-17 02:47:05
0
974

5. Conclusion

As a novel modeling framework based on spacetime dynamic networks, Topological Vortex Theory not only provides more biologically plausible learning and memory mechanisms for artificial intelligence but also offers innovative perspectives for understanding spacetime, gravity, and quantum phenomena. Its interdisciplinary nature demonstrates the potential to unify the dynamics of complex systems with the laws of fundamental physics, promising to catalyze breakthrough progress at the frontiers of science and technology.

References

  1. Simula, T. (2023). Quantised vortices: A handbook of topological excitations. Harbin Institute of Technology Press.
  2. Huang, Y., & Shi, W. (1998). Topological structures of vortex and helicity analysis. Acta Mechanica Sinica, 14 (3), 208–214.
  3. Duan, Y., & Zhang, P. (2001). Vortex in Generalized Gross-Pitaevskii Theory. Nuclear Physics Review, 18 (4), 225–231.
  4. Ricca, R. L., & Liu, X. (Eds.). (2024). Knotted fields. In Lecture Notes in Mathematics (Vol. 2344). Springer International Publishing.
  5. Ricca, R. L. (2023). Geometric and topological fluid mechanics: Selected overview and new challenges. Fluid Dynamics Research, 55 (4), 041401.
  6. Shen, H. (2022). Helicity is an important physical quantity to describe the topological properties of fluid vortices. In Abstracts of the 12th National Conference on Fluid Mechanics (p. 23). Chinese Society of Theoretical and Applied Mechanics.

Academic Statement

The Topological Vortex Theory described in this paper is currently primarily in the conceptual framework and theoretical deduction stage. The completion of its mathematical formalization, the implementation of computational models, and its empirical testing in physical or AI systems require extensive subsequent interdisciplinary collaborative research for advancement and validation. The author welcomes constructive discussion and collaboration from academic peers on this matter. Neither the author nor the platform publishing this paper shall be held responsible for any direct or indirect consequences arising from derivative applications (such as technology development, investment decisions, etc.) based on the theoretical viewpoints presented herein. Theoretical exploration involves uncertainty, and application transformation requires rigorous scientific and experimental verification.

Connectez-vous pour aimer, partager et commenter!
Rechercher
Catégories
Lire la suite
Literature
A Study on Topological Vortex Ring Interactions Based on Möbius Loop and Hopf Link Concepts (3)
4. Superposition of Counter-rotating Vortex Rings and Knot Formation The situation is radically...
Par Bao-hua ZHANG 2025-10-29 01:30:19 0 1KB
Shopping
Embrace the Power of Nature
Introducing the Natural Sound Infrared Music Player In a world filled with noise and...
Par dayday one 2025-11-05 05:50:54 0 1KB
Autre
Optimizing Energy Finances: Growth of the Oil and Gas Accounting Software Market
The global Oil And Gas Accounting Software Market Share is witnessing rapid expansion as the...
Par TRAVEL Radhika 2025-10-23 03:04:29 0 1KB
Shopping
เลือกบุหรี่ไฟฟ้าเยว่เค่อและเครื่อง RELX รุ่นล่าสุดอย่างมั่นใจ
ในปัจจุบันแบรนด์พอตไฟฟ้าชั้นนำเริ่มพัฒนาผลิตภัณฑ์ให้ทันสมัยมากขึ้น หนึ่งในนั้นคือ เยว่เค่อ...
Par Chenchen123 Chenchen123 2025-11-17 01:47:55 0 1KB
Literature
Topological Vortex Theory and Its Application Paradigm in Climate Systems (2)
2. The Theoretical Core of TVT: The Nature of Spacetime and Unification of Quantum Gravity 2.1...
Par Bao-hua ZHANG 2025-12-16 05:22:02 0 940
© 2026 Facebook French
English Arabic French Spanish Portuguese Deutsch Turkish Dutch Italiano Russian Romaian Portuguese (Brazil) Greek 简体中文 日本語 한국어 繁体中文
Environ Conditions générale de vente Confidentialité Contactez nous Annuaire