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Items where Division is "Centre for the Mathematics of Planet Earth (CMPE)" and Year is 2021

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Number of items: 22.


Bröcker, J. (2021) Existence and uniqueness for variational data assimilation in continuous time. Mathematical Control & Related Fields. ISSN 2156-8472 doi:

Bröcker, J. (2021) Testing the reliability of forecasting systems. Journal of Applied Statistics. ISSN 1360-0532 doi:


Chen, Y. ORCID:, Carrassi, A. ORCID: and Lucarini, V. ORCID: (2021) Inferring the instability of a dynamical system from the skill of data assimilation exercises. Nonlinear Processes in Geophysics, 28 (4). pp. 633-649. ISSN 1023-5809 doi:


Faranda, D., Alberti, T., Arutkin, M., Lembo, V. and Lucarini, V. ORCID: (2021) Interrupting vaccination policies can greatly spread SARS-CoV-2 and enhance mortality from COVID-19 disease: the AstraZeneca case for France and Italy. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (4). 041105. ISSN 1089-7682 doi:


Galfi, V. M., Lucarini, V. ORCID:, Ragone, F. and Wouters, J. (2021) Applications of large deviation theory in geophysical fluid dynamics and climate science. Rivista del Nuovo Cimento. ISSN 1826-9850 doi:

Gelbrecht, M., Lucarini, V. ORCID:, Boers, N. and Kurths, J. (2021) Analysis of a bistable climate toy model with physics-based machine learning methods. The European Physical Journal Special Topics. ISSN 1951-6355 doi:


Hussein, M., Law, C. ORCID: and Fraser, I. (2021) An analysis of food demand in a fragile and insecure country: Somalia as a case study. Food Policy, 101. 102092. ISSN 0306-9192 doi:


Jaikumar, P., Vandaele, R. and Ojha, V. ORCID: (2021) Transfer learning for instance segmentation of waste bottles using Mask R-CNN algorithm. In: International Conference on Intelligent Systems Design and Applications, 12-15 December 2020,, pp. 140-149. doi:

Jansen, S., Kuna, T. and Tsagkarogiannis, D. (2021) Lagrange inversion and combinatorial species with uncountable color palette. Annales Henri Poincare, 22. pp. 1499-1534. ISSN 1424-0661 doi:


Margazoglou, G., Grafke, T., Laio, A. and Lucarini, V. ORCID: (2021) Dynamical landscape and multistability of a climate model. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 477 (2250). ISSN 1364-5021 doi:


Ojha, V. ORCID:, Jansen, G., Patanè, A., La Magna, A., Romano, V. and Nicosia, G. ORCID: (2021) Design and characterization of effective solar cells. Energy Systems. ISSN 1868-3967 doi:


Pravin, C. and Ojha, V. ORCID: (2021) A novel ECG signal denoising filter selection algorithm based on conventional neural networks. In: 19th IEEE International Conference on Machine Learning and Applications (ICMLA 2020), 14-17 Dec 2020, Miami, Florida. doi:

Pravin, C., Martino, I., Nicosia, G. and Ojha, V. ORCID: (2021) Adversarial robustness in deep learning: attacks on fragile neurons. In: 30th International Conference on Artificial Neural Networks, September 14-17, 2021, Bratislava, Slovakia (Online), pp. 16-28. doi:


Recchia, L. G. ORCID:, Griffiths, S. D. and Parker, D. J. (2021) Controls on propagation of the Indian monsoon onset in an idealised model. Quarterly Journal of the Royal Meteorological Society. ISSN 1477-870X doi:


Santos Gutiérrez, M. ORCID:, Lucarini, V. ORCID:, Chekroun, M. D. ORCID: and Ghil, M. ORCID: (2021) Reduced-order models for coupled dynamical systems: data-driven methods and the Koopman operator. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (5). 053116. ISSN 1089-7682 doi:

Shergill, J. S., Pravin, C. and Ojha, V. ORCID: (2021) Accent and gender recognition from English language speech and audio using signal processing and deep learning. In: International Conference on Hybrid Intelligent Systems, 14-16 Dec 2020, pp. 62-72. doi:


Taylor, R., Ojha, V. ORCID:, Martino, I. and Nicosia, G. (2021) Sensitivity analysis for deep learning: ranking hyper-parameter influence. In: 33rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI2021), 1-3 NOV 2021, Online. doi:

Tomasini, U. M. and Lucarini, V. ORCID: (2021) Predictors and predictands of linear response in spatially extended systems. European Physical Journal Special Topics. ISSN 1951-6355 doi:


Vandaele, R., Dance, S. ORCID: and Ojha, V. ORCID: (2021) Automated water segmentation and river level detection on camera images using transfer learning. In: 42nd German Conference on Pattern Recognition (DAGM GCPR 2020), 28 Sep - 1 Oct 2020, pp. 232-245. doi:

Vandaele, R., Dance, S. L. ORCID: and Ojha, V. ORCID: (2021) Deep learning for automated river-level monitoring through river camera images: an approach based on water segmentation and transfer learning. Hydrology and Earth System Sciences, 25 (8). pp. 4435-4453. ISSN 1027-5606 doi:


Ward, B., Pravin, C., Chetcuti, A., Hayashi, Y. and Ojha, V. ORCID: (2021) Classification of musical preference in generation Z through EEG signal processing and machine learning. In: International Conference on Intelligent Systems Design and Applications, 12-15 December 2020,, pp. 117-127. doi:


Zagli, N. ORCID:, Lucarini, V. ORCID: and Pavliotis, G. A. ORCID: (2021) Spectroscopy of phase transitions for multiagent systems. Chaos: An Interdisciplinary Journal of Nonlinear Science, 31 (6). 061103. ISSN 1089-7682 doi:

This list was generated on Sun Nov 27 15:16:09 2022 UTC.

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