![Thomas Poudevigne-Durance](https://profiles-cardiff.imgix.net/attachments/413?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Mr Thomas Poudevigne-Durance
Research student
Overview
I am a PhD student working on neural network with a data science and maths background, I speak French and English fluently
Publication
2023
- Jones, O., Poudevigne-Durance, T. and Qin, Y. 2023. Synthesis of time-series with missing observations using generative adversarial networks. Presented at: 34th Panhellenic Statistics Conference, 19-22 May 2022. Greek Statistical Institute pp. 154-166.
2022
- Poudevigne-Durance, T., Jones, O. D. and Qin, Y. 2022. MaWGAN: a generative adversarial network to create synthetic data from datasets with missing data. Electronics 11(6), article number: 837. (10.3390/electronics11060837)
2020
- Jams, I. B., Windsor, F. M., Poudevigne-Durance, T., Ormerod, S. J. and Durance, I. 2020. Estimating the size distribution of plastics ingested by animals. Nature Communications 11, article number: 1594. (10.1038/s41467-020-15406-6)
Articles
- Poudevigne-Durance, T., Jones, O. D. and Qin, Y. 2022. MaWGAN: a generative adversarial network to create synthetic data from datasets with missing data. Electronics 11(6), article number: 837. (10.3390/electronics11060837)
- Jams, I. B., Windsor, F. M., Poudevigne-Durance, T., Ormerod, S. J. and Durance, I. 2020. Estimating the size distribution of plastics ingested by animals. Nature Communications 11, article number: 1594. (10.1038/s41467-020-15406-6)
Conferences
- Jones, O., Poudevigne-Durance, T. and Qin, Y. 2023. Synthesis of time-series with missing observations using generative adversarial networks. Presented at: 34th Panhellenic Statistics Conference, 19-22 May 2022. Greek Statistical Institute pp. 154-166.