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Found 6 papers, 2 papers with code
Scaling Laws in Jet Classification
We demonstrate the emergence of scaling laws in the benchmark top versus QCD jet classification problem in collider physics.
A facility to Search for Hidden Particles at the CERN SPS: the SHiP physics case
We demonstrate that the SHiP experiment has a unique potential to discover new physics and can directly probe a number of solutions of beyond the Standard Model puzzles, such as neutrino masses, baryon asymmetry of the Universe, dark matter, and inflation
High Energy Physics - Phenomenology High Energy Physics - Experiment
First Results from ABRACADABRA-10 cm: A Search for Sub-$μ$eV Axion Dark Matter
To date, the available parameter space for axion and axion-like particle dark matter is relatively unexplored, particularly at masses $m_a\lesssim1\,\mu$eV.
High Energy Physics - Experiment Instrumentation and Detectors
Green Bank and Effelsberg Radio Telescope Searches for Axion Dark Matter Conversion in Neutron Star Magnetospheres
Axion dark matter (DM) may convert to radio-frequency electromagnetic radiation in the strong magnetic fields around neutron stars.
Cosmology and Nongalactic Astrophysics High Energy Astrophysical Phenomena High Energy Physics - Phenomenology
Topological Obstructions to Autoencoding
Using a series of illustrative low-dimensional examples, we show explicitly how the intrinsic and extrinsic topology of the dataset affects the behavior of an autoencoder and how this topology is manifested in the latent space representation during training.
Feature Learning and Generalization in Deep Networks with Orthogonal Weights
Fully-connected deep neural networks with weights initialized from independent Gaussian distributions can be tuned to criticality, which prevents the exponential growth or decay of signals propagating through the network.
