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11/17/2022
Locating Hidden Exoplanets in ALMA Data Using Machine Learning
Exoplanets in protoplanetary disks cause localized deviations from Keple...
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06/17/2022
SYMBA: Symbolic Computation of Squared Amplitudes in High Energy Physics with Machine Learning
The cross section is one of the most important physical quantities in hi...
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04/05/2021
Graph Generative Models for Fast Detector Simulations in High Energy Physics
Accurate and fast simulation of particle physics processes is crucial fo...
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02/21/2019
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
We describe the construction of end-to-end jet image classifiers based o...
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07/31/2018
End-to-End Physics Event Classification with the CMS Open Data: Applying Image-based Deep Learning on Detector Data to Directly Classify Collision Events at the LHC
We describe the construction of a class of general, end-to-end, image-ba...
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07/08/2018