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

Blogs Literature
Δημοσιευμένα 2025-12-17 02:47:05
0
55

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.

Παρακαλούμε συνδέσου στην Κοινότητά μας για να δηλώσεις τι σου αρέσει, να σχολιάσεις και να μοιραστείς με τους φίλους σου!
Αναζήτηση
Κατηγορίες
Διαβάζω περισσότερα
Religion
relx電子菸第四代無限霧化煙彈解析
自品牌創立以來，relx致力於提升霧化穩定度與使用安全性。第四代無限系列（relx...
από ADA ADAD 2025-10-17 02:22:33 0 883
άλλο
BALENCIAGA台灣專櫃人氣推薦｜巴黎世家老爹鞋與短夾全指南
BALENCIAGA台灣專櫃人氣推薦｜巴黎世家老爹鞋、短夾與精品配件選購指南...
από ADA ADAD 2025-07-25 07:31:29 0 2χλμ.
Shopping
悅刻六代煙彈開箱評測：Relx電子煙新選擇
在台灣電子煙市場中，relx電子煙（又稱瑞克電子菸）憑藉其穩定的品質與不斷創新的產品設計，逐漸成為眾多用戶首選。其中，悅刻六代主機搭配新推出的relx...
από Abv 134 2025-08-02 02:27:20 0 2χλμ.
Shopping
บุหรี่ไฟฟ้า RELX: นวัตกรรมสูบใหม่ที่ตอบโจทย์
ในตลาดบุหรี่ไฟฟ้าที่มีให้เลือกมากมาย บุหรี่ไฟฟ้า...
από Joe Zhou 2025-08-07 03:47:53 1 2χλμ.
Crafts
收纳（storage）
από 清 温 2025-07-31 07:21:37 1 2χλμ.
© 2025 Facebook Greek
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
Σχετικά Όρους Ιδιωτικότητα Επικοινώνησε μαζί μας Κατάλογος