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lines changed Original file line number Diff line number Diff line change @@ -19,7 +19,6 @@ 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 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
Original file line number Diff line number Diff line change @@ -16,8 +16,9 @@ One of the most important physical quantities in particle physics is the cross s
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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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