October 19, 2018 review Open access Deep Learning and Its Application to LHC Physics Annual Review of Nuclear and Particle Science DOI: 10.1146/annurev-nucl-101917-021019 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 11 stored of 402 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Deep Learning Discovery Algorithms in High-Energy Physics and the Conflict Between Model-Independence and Robustness 2026 Erkenntnis article Arts and Humanities Philosophy and History of Science Open access 0 citations Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations 2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access 0 citations Inference of the Mass Composition of Cosmic Rays with Energies from 10 18.5 to 10 20 eV Using the Pierre Auger Observatory and Deep Learning 2025 Physical Review Letters article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access 28 citations Les Houches guide to reusable ML models in LHC analyses 2024 SciPost Physics Community Reports article Decision Sciences Scientific Computing and Data Management Open access 8 citations PAIReD jet: A multi-pronged resonance tagging strategy across all Lorentz boosts 2024 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access 3 citations A convolutional neural network based cascade reconstruction for the IceCube Neutrino Observatory 2021 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access 74 citations Autoencoders for unsupervised anomaly detection in high energy physics 2021 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access 100 citations Casting a graph net to catch dark showers 2021 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access 55 citations Autoencoders for unsupervised anomaly detection in high energy physics 2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access 100 citations Casting a graph net to catch dark showers 2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access 69 citations Event reconstruction for KM3NeT/ORCA using convolutional neural networks 2020 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access 32 citations 11 results References 0