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Fix task idea descriptions
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_gsocproposals/2025/proposal_SYMBA3.md

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## Task ideas and expected results
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* Develop symbolic regression models based on next-gen transformer architectures
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* Develop a hybrid method based on elements of both approaches
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* Benchmark these models on synthetic and high-energy physics datasets
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## Requirements

_gsocproposals/2025/proposal_SYMBA4.md

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Total project length: 175/350 hours.
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## Task ideas and expected results
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* Develop symbolic regression models based on the novel Titans model architectures
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* Benchmark these models on synthetic and high-energy physics datasets
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* Develop Titans architecture for use at scale for squared amplitude calculation
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* Analyze performance of titans architure relative to baselines
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* Integrate Titans architecture into existing SYMBAHEP code pipelines
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## Requirements

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