| Calorimetry with deep learning: particle simulation and reconstruction for collider physics D Belayneh, F Carminati, A Farbin, B Hooberman, G Khattak, M Liu, J Liu, ... The European Physical Journal C 80 (7), 1-31, 2020 | 126 | 2020 |
| Three dimensional Generative Adversarial Networks for fast simulation F Carminati, A Gheata, G Khattak, P Mendez Lorenzo, S Sharan, ... Journal of Physics: Conference Series 1085, 032016, 2018 | 54 | 2018 |
| Calorimetry with deep learning: particle classification, energy regression, and simulation for high-energy physics F Carminati, G Khattak, M Pierini, S Vallecorsafa, A Farbin, B Hooberman, ... Workshop on deep learning for physical sciences (DLPS 2017), NIPS, 31, 2017 | 52* | 2017 |
| 3D convolutional GAN for fast simulation S Vallecorsa, F Carminati, G Khattak EPJ Web of Conferences 214, 02010, 2019 | 50 | 2019 |
| Fast simulation of a high granularity calorimeter by generative adversarial networks GR Khattak, S Vallecorsa, F Carminati, GM Khan The European Physical Journal C 82 (4), 1-18, 2022 | 22 | 2022 |
| Three dimensional energy parametrized generative adversarial networks for electromagnetic shower simulation G rukh Khattak, S Vallecorsa, F Carminati 2018 25th IEEE International Conference on Image Processing (ICIP), 3913-3917, 2018 | 20 | 2018 |
| Generative adversarial networks for fast simulation F Carminati, G Khattak, V Loncar, TQ Nguyen, M Pierini, RB Da Rocha, ... Journal of Physics: Conference Series 1525 (1), 012064, 2020 | 13 | 2020 |
| Particle detector simulation using generative adversarial networks with domain related constraints GR Khattak, S Vallecorsa, F Carminati, GM Khan 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 13 | 2019 |
| GeantV alpha release G Amadio, J Apostolakis, M Bandieramonte, S Behera, A Bhattacharyya, ... Journal of Physics: Conference Series 1085 (3), 032037, 2018 | 13 | 2018 |
| Distributed training of generative adversarial networks for fast detector simulation S Vallecorsa, F Carminati, G Khattak, D Podareanu, V Codreanu, ... High Performance Computing: ISC High Performance 2018 International …, 2018 | 11 | 2018 |
| High energy physics calorimeter detector simulation using generative adversarial networks with domain related constraints GR Khattak, S Vallecorsa, F Carminati, GM Khan IEEE Access 9, 108899-108911, 2021 | 8 | 2021 |
| Evaluating mixed-precision arithmetic for 3D generative adversarial networks to simulate high energy physics detectors JO Ríos, A Armejach, G Khattak, E Petit, S Vallecorsa, M Casas 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 7 | 2020 |
| 3D convolutional GAN for fast simulation F Carminati, G Khattak, S Vallecorsa 23rd International Conference on Computing in High Energy and Nuclear …, 2019 | 7 | 2019 |
| Data-parallel training of generative adversarial networks on hpc systems for hep simulations S Vallecorsa, D Moise, F Carminati, GR Khattak 2018 IEEE 25th International Conference on High Performance Computing (HiPC …, 2018 | 5 | 2018 |
| Recent progress with the top to bottom approach to vectorization in GeantV G Amadio, J Apostolakis, M Bandieramonte, S Behera, A Bhattacharyya, ... EPJ Web of Conferences 214, 02007, 2019 | 3 | 2019 |
| Generative Adversarial Networks for Fast Simulation: distributed training and generalisation F Carminati, G Khattak, S Vallecorsa, V Codreanu, D Podareanu, M Cai, ... Proceedings of Artificial Intelligence for Science, Industry and Society-PoS …, 2020 | 2 | 2020 |
| Generating haptic texture using solid noise O Halabi, G Khattak Displays 69, 102048, 2021 | 1 | 2021 |
| Evaluating power architecture for distributed training of generative adversarial networks A Hesam, S Vallecorsa, G Khattak, F Carminati High Performance Computing: ISC High Performance 2019 International …, 2019 | 1 | 2019 |
| Automatic classification of seismic signals of the chilean llaima volcano using cartesian genetic programming based artificial neural network G Khattak, MS Khan, GM Khan, F Huenupan, M Curilem IET Digital Library, 2017 | 1 | 2017 |
| Fast Simulation of a High Granularity Calorimeter by Generative Adversarial Networks G Rukh Khattak, S Vallecorsa, F Carminati, GM Khan arXiv e-prints, arXiv: 2109.07388, 2021 | | 2021 |
