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A single transformer-based generative model can capture Standard Model structure from sub-GeV to TeV, a range no single Monte Carlo sample covers. This changes how we model complex particle interactions. We still don't know if this holds up outside the LHC data
“arXiv:2607.16144v1 Announce Type: cross Abstract: In this work we demonstrate that a single transformer-based generative model can capture Standard Model structure spanning five decades of invariant mass, from the sub-GeV regime to the TeV …”
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ACTIVE
CATEGORY
Models
EVIDENCE
Not yet assessed
ENTITY
Standard Model, Transformer, LHC
DECISION
Automated · no editorial override
LAST OBSERVED
Aug 6, 2026