Published March 8, 2026 | Version v1
Preprint Open

SELF REPAIR TRANSFORMER MODEL -HEALER

Authors/Creators

  • 1. Independent Researcher,India

Description

This paper introduces a Self-Repair Transformer model using the attention mechanism for automobiles and industrial machines. By taking normal and current/abnormal statuses as inputs, it performs multi-dimensional calculations to understand issues. The architecture features a 'Healer' module designed to autonomously resolve the problem internally, or alternatively, provide users with simple repair instructions and critical alerts in the event of a malfunction.

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Additional details

Related works

Is documented by
Preprint: 10.5281/zenodo.18907965 (DOI)

Dates

Submitted
2026-03-08

References

  • [1] Ashish Vaswani, NoamShazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser and Illia Polosukhin "Attention Is All You Need"
  • [2] Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.
  • [3] Camacho, E. F., & Bordons, C. (2013). Model Predictive Control. Springer Science & Business Media.
  • [4] Franklin, G. F., Powell, J. D., & Emami-Naeini, A. (2014). Feedback Control of Dynamic Systems (7th ed.). Pearson.