Generative Adversarial Networks

• Data-driven adaptive approach integrating genetic algorithm and conditional generative adversarial network for minimizing earing formation in industrially rolled aluminium strips

  2026 Transactions of the Indian Institute of Metals article Materials Science Machine Learning in Materials Science Open access

  0

  citations
• Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

  2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  13

  citations
• Ultra high energy cosmic rays The intersection of the Cosmic and Energy Frontiers

  2023 Astroparticle Physics article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  88

  citations
• Publisher's Note:

  2022 Astroparticle Physics article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  22

  citations
• Medical domain knowledge in domain-agnostic generative AI

  2022 npj Digital Medicine article Computer Science AI in cancer detection Open access

  65

  citations
• Horizontal curvature estimation of tram tracks using OpenStreetMap

  2022 Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit article Social Sciences Geographic Information Systems Studies

  7

  citations
• B1 field map synthesis with generative deep learning used in the design of parallel-transmit RF pulses for ultra-high field MRI

  2022 Zeitschrift für Medizinische Physik article Medicine Advanced MRI Techniques and Applications Open access cited by 1 patent

  11

  citations
• The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

  2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  115

  citations
• BENCHMARK OF GENERATIVE ADVERSARIAL NETWORKS FOR FAST HEP CALORIMETER SIMULATIONS

  2021 9th International Conference "Distributed Computing and Grid Technologies in Science and Education" conference-paper Physics and Astronomy Particle physics theoretical and experimental studies Open access

  2

  citations
• Report on 2105.14027v2

  2021 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Improving Machine Learning Diagnostic Systems with Model-Based Data Augmentation ― Part B: Application

  2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Power Transformer Diagnostics and Insulation

  5

  citations
• Report on 2105.14027v1

  2021 peer-review Computer Science Computational Physics and Python Applications Open access

  0

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

  2021 EPJ Web of Conferences conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

  7

  citations

13 results