| Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review S Salcedo-Sanz, J Pérez-Aracil, G Ascenso, J Del Ser, D Casillas-Pérez, ... Theoretical and Applied Climatology 155 (1), 1-44, 2024 | 28 | 2024 |
| Analysis, characterization, prediction and attribution of extreme atmospheric events with machine learning: a review S Salcedo-Sanz, J Pérez-Aracil, G Ascenso, J Del Ser, D Casillas-Pérez, ... arXiv preprint arXiv:2207.07580, 2022 | 16 | 2022 |
| A review of silhouette extraction algorithms for use within visual hull pipelines G Ascenso, MH Yap, T Allen, SS Choppin, C Payton Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2020 | 10 | 2020 |
| Tropical Cyclone Genesis Potential Indices in a New High‐Resolution Climate Models Ensemble: Limitations and Way Forward L Cavicchia, E Scoccimarro, G Ascenso, A Castelletti, M Giuliani, S Gualdi Geophysical Research Letters 50 (11), e2023GL103001, 2023 | 7 | 2023 |
| FISHnet: learning to segment the silhouettes of swimmers G Ascenso, MH Yap, TB Allen, SS Choppin, C Payton IEEE Access 8, 178311-178321, 2020 | 7 | 2020 |
| Development of a non-invasive motion capture system for swimming biomechanics G Ascenso Manchester Metropolitan University, 2021 | 5 | 2021 |
| Machine learning for distinguishing saudi children with and without autism via eye-tracking data H Alarifi, H Aldhalaan, N Hadjikhani, JÅ Johnels, J Alarifi, G Ascenso, ... Child and Adolescent Psychiatry and Mental Health 17 (1), 112, 2023 | 3 | 2023 |
| Optimisation-based refinement of genesis indices for tropical cyclones G Ascenso, L Cavicchia, E Scoccimarro, A Castelletti Environmental Research Communications 5 (2), 021001, 2023 | 2 | 2023 |
| A machine learning algorithm for distinguishing Saudi children with and without autism via eye-tracking data H Alarifi, H Aldhalaan, N Hadjikhani, JÅ Johnels, J Alarifi, G Ascenso, ... | 1 | 2023 |
| Improving the spatial accuracy of extreme tropical cyclone rainfall in ERA5 using deep learning G Ascenso, A Ficchı, M Giuliani, A Castelletti, L Cavicchia, E Scoccimarro EGU General Assembly Conference Abstracts, pages EGU–8085, 2023 | 1 | 2023 |
| Tropical cyclone genesis potential in CMIP6 climate models L Cavicchia, G Ascenso, E Scoccimarro, A Castelletti, M Giuliani, S Gualdi EGU General Assembly Conference Abstracts, EGU22-3048, 2022 | 1 | 2022 |
| Downscaling, bias correction, and spatial adjustment of extreme tropical cyclone rainfall in ERA5 using deep learning G Ascenso, A Ficchì, M Giuliani, E Scoccimarro, A Castelletti Weather and Climate Extremes 46, 100724, 2024 | | 2024 |
| MSD CoP Webinar: AI and Extreme Events-Overcoming Data Challenges for Improved Characterization of Climate Extremes G Ascenso, É Plésiat, S Galelli, D Gold, J Sturtevant, M Giuliani MultiSector Dynamics-Living, Intuitive, Value-adding, Environment, 2024 | | 2024 |
| A systematic framework for data augmentation for tropical cyclone intensity estimation using deep learning G Ascenso, G Palcic, E Scoccimarro, A Castelletti Journal of Geophysical Research: Machine Learning and Computation 1 (3 …, 2024 | | 2024 |
| Downscaling and Bias Correction of Extreme Tropical Cyclone Rainfall in ERA5 Using Deep Learning G Ascenso, A Ficchì, M Giuliani, E Scoccimarro, A Castelletti 36th Conference on Hurricanes and Tropical Meteorology, 2024 | | 2024 |
| Rethinking Tropical Cyclone Genesis Potential Indices via Feature Selection F Dainelli, G Ascenso, E Scoccimarro, M Giuliani, A Castelletti EGU24, 2024 | | 2024 |
| Machine-learning enhanced forecast of tropical cyclone rainfall for anticipatory humanitarian action A Ficchì, G Ascenso, M Giuliani, E Scoccimarro, L Magnusson, R Emerton, ... EGU General Assembly Conference Abstracts, EGU-15188, 2023 | | 2023 |
| Synthetic Generation of Extra-Tropical Cyclones' fields with Generative Adversarial Networks F Dainelli, R Taormina, G Ascenso, E Scoccimarro, M Giuliani, ... EGU General Assembly Conference Abstracts, EGU-8419, 2023 | | 2023 |
| Using Genetic Algorithms to Optimise Genesis Potential Indices for Tropical Cyclone Genesis G Ascenso, L Cavicchia, E Scoccimarro, A Castelletti EGU General Assembly Conference Abstracts, EGU22-11647, 2022 | | 2022 |
| Effect of Silhouette Accuracy on Visual Hull Quality G Ascenso, T Allen, MH Yap, C Payton, S Choppin | | 2022 |
