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Blog Research Thoughts

  • Viable points found by the search in a Lagrangian's parameter space
    September 2026

    The Search for (Non-Excluded) Beyond Standard Model Physics is an RL Problem

    The search for Beyond-Standard-Model (BSM) physics is limited not by the supply of theory descriptions but by the lack of discriminating experimental observations. In such cases, exploring the space of testable model signatures may help identify overlooked experimental observables. We introduce hAIthem, a framework built to do just that, composed of Large Lagrangian Models and LLM-agents.

    Large Lagrangian Models Dark Matter Reinforcement Learning LLM Agents
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© 2026 Ibrahim Elsharkawy

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