INVERTIBLE NETWORKS OR PARTONS TO DETECTOR AND BACK AGAIN

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 Sailing Boots at the LHC.It allows for a per-event statistical interpretation.Next, we allow for a

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Drug-Induced Atrial Fibrillation / Atrial Flutter

Drug-induced atrial fibrillation / flutter (DIAF) is a serious and potentially life-threatening complication of pharmacotherapy.Purpose of the work: systematization and analysis of scientific literature data on drugs, the use of which can cause the development of DIAF, as well as on epidemiology, pathophysiological mechanisms, risk factors, clinica

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