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🏛️ The hep-ph Crypt
hep-ph: Where hep-ph papers rest without their code.
61
Total Papers
39
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0
Twilight
22
Has Code
36.1%
Survival Rate
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CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds
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An unfolding method based on conditional Invertible Neural Networks (cINN) using iterative training
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PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics
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Stacking machine learning classifiers to identify Higgs bosons at the LHC
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The Power of Genetic Algorithms: what remains of the pMSSM?
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Is the Machine Smarter than the Theorist: Deriving Formulas for Particle Kinematics with Symbolic Regression
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Potential of the Julia programming language for high energy physics computing
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Feature Selection with Distance Correlation
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Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information
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Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
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Residual ANODE
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Machine-Learned Exclusion Limits without Binning
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AI Safety for High Energy Physics
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Adapting the serial Alpgen event generator to simulate LHC collisions on millions of parallel threads
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Improving the performance of weak supervision searches using transfer and meta-learning
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An equation-of-state-meter of QCD transition from deep learning
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Resonant Anomaly Detection with Multiple Reference Datasets
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Interpreting Transformers for Jet Tagging
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Decorrelation with conditional normalizing flows
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Extrapolating Jet Radiation with Autoregressive Transformers
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DLScanner: A parameter space scanner package assisted by deep learning methods
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Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks
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