A Roadmap for HEP Software and Computing R&D for the 2020s

• CaloPointFlow - Generating Calorimeter Showers as Point Clouds

  2026 Journal of Physics Conference Series conference-paper Physics and Astronomy Particle Detector Development and Performance Open access

  0

  citations
• Reweighting simulated events using machine-learning techniques in the CMS experiment

  2025 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  6

  citations
• Quantum Computing for High-Energy Physics: State of the Art and Challenges

  2024 PRX Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  213

  citations
• DeepTreeGAN: Fast Generation of High Dimensional Point Clouds

  2024 EPJ Web of Conferences conference-paper Physics and Astronomy Particle physics theoretical and experimental studies Open access

  4

  citations
• Advanced Monte Carlo simulations of emission tomography imaging systems with GATE

  2021 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access

  208

  citations
• Reduced Precision Strategies for Deep Learning : A High Energy Physics Generative Adversarial Network Use Case

  2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Neural Network Applications Open access

  12

  citations
• Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations

  2021 EPJ Web of Conferences conference-paper Physics and Astronomy Particle Detector Development and Performance Open access

  7

  citations

7 results