Deep Learning for Physics Research

WORLD SCIENTIFIC eBooks

DOI: 10.1142/12294 OpenAlex

Authors 4

Martin Erdmann Aachen

RWTH Aachen University

Affiliation as printed

RWTH Aachen UniversityGermany

RWTH Aachen UniversityGERMANY
Jonas Glombitza Aachen

RWTH Aachen University

Affiliation as printed

RWTH Aachen UniversityGermany

RWTH Aachen UniversityGERMANY
Gregor Kasieczka

Universität Hamburg

Affiliation as printed

University of HamburgGermany
Uwe Klemradt Aachen

RWTH Aachen University

Affiliation as printed

RWTH Aachen UniversityGermany

RWTH Aachen UniversityGERMANY

Cited by 30 stored of 29

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Search for Higgs boson pair production in the $$ \mathrm{b}\overline{\mathrm{b}}\mathrm{WW} $$ decay channel with two leptons in the final state using proton-proton collision data at $$ \sqrt{s}=13.6 $$ TeV
2026 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

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Multiple In Situ/Operando Synchrotron Spectroscopic Characterizations Decrypting Electrocatalytic Water Splitting Dynamics
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RESEARCH AND ANALYSIS OF THE NEURAL NETWORK IMPLEMENTATION IN TEACHING PHYSICS IN HIGHER EDUCATION
2025 Bulletin of Zhetysu University named after I Zhansugurov article Social Sciences Technology-Enhanced Education Studies Open access

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MiniFool — Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks
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Multimodal Cross-Attention Molecular Property Prediction for Text, Sequence, Graph, and Geometry
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Research on the Application of Deep Learning and VR Technology in Youth Physical Education Teaching
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Toward Informative Representations of Blood‐Based Infrared Spectra via Unsupervised Deep Learning
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Measurement of the $$ \textrm{t}\overline{\textrm{t}}\textrm{H} $$ and tH production rates in the H → $$ \textrm{b}\overline{\textrm{b}} $$ decay channel using proton-proton collision data at $$ \sqrt{s} $$ = 13 TeV
2025 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

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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

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Measurement of the depth of maximum of air-shower profiles with energies between 10 18.5 and 10 20 eV using the surface detector of the Pierre Auger Observatory and deep learning
2025 Physical review. D/Physical review. D. article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

16

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СҰЙЫҚТЫҚ АҒЫНЫН ЕСЕПТЕУДЕ САНДЫҚ ӘДІСТЕР МЕН ЖАСАНДЫ ИНТЕЛЛЕКТТІ ҚОЛДАНУ
2024 Habaršy. Fizika-matematikalyķ ġylymdary seriâsy article Computer Science Neural Networks and Applications Open access

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Machine Learning Unveils the Physical Properties of Materials Driving Thermoelectric Generator Efficiency: The Case of Half-Heuslers
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Unsupervised and lightly supervised learning in particle physics
2024 The European Physical Journal Special Topics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

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Artificial Neural Networks in High Energy Physics Data Processing (Succinct Survey) and Probable Future Developments
2024 Physics of Particles and Nuclei article Computer Science Computational Physics and Python Applications

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Rotation-equivariant graph neural network for learning hadronic SMEFT effects
2024 Physical review. D/Physical review. D. article Physics and Astronomy Particle physics theoretical and experimental studies Open access

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Using AI for Radio (Big) Data
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Deep-learning-based deformable image registration of head CT and MRI scans
2023 Frontiers in Physics article Physics and Astronomy Advanced Radiotherapy Techniques Open access

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Application of graph networks to background rejection in Imaging Air Cherenkov Telescopes
2023 Journal of Cosmology and Astroparticle Physics article Medicine Medical Imaging Techniques and Applications Open access

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Assessment of a deep learning model for monitoring atmospheric pollution: Case study in Antwerp, Belgium
2023 Sustainable Cities and Society article Environmental Science Air Quality and Health Impacts

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No patents citing this paper on Lens.org (checked 2026-10-06).

Deep Learning for Physics Research

Authors 4

Cited by 30 stored of 29

References 0