AI Medical Compendium Journal:
Reports on progress in physics. Physical Society (Great Britain)

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Model-agnostic search for dijet resonances with anomalous jet substructure in proton-proton collisions at √s = 13 TeV.

Reports on progress in physics. Physical Society (Great Britain)
This paper presents a model-agnostic search for narrow resonances in the dijet final state in the mass range 1.8-6 TeV. The signal is assumed to produce jets with substructure atypical of jets initiated by light quarks or gluons, with minimal additio...

Quantifying information of intracellular signaling: progress with machine learning.

Reports on progress in physics. Physical Society (Great Britain)
Cells convey information about their extracellular environment to their core functional machineries. Studying the capacity of intracellular signaling pathways to transmit information addresses fundamental questions about living systems. Here, we revi...

The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics.

Reports on progress in physics. Physical Society (Great Britain)
A new paradigm for data-driven, model-agnostic new physics searches at colliders is emerging, and aims to leverage recent breakthroughs in anomaly detection and machine learning. In order to develop and benchmark new anomaly detection methods within ...