Invertible networks or partons to detector and back again
For simulations where the forward and the inverse directions have a physics meaning, invertible neural networks are especially useful. A conditional INN can invert a detector simulation in terms of high-level observables, specifically for ZW production at the LHC. It allows for a per-event statistic...
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| Format: | Article |
| Language: | English |
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SciPost
2020-11-01
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| Series: | SciPost Physics |
| Online Access: | https://scipost.org/SciPostPhys.9.5.074 |