| Data-driven reduced order model with temporal convolutional neural network P Wu, J Sun, X Chang, W Zhang, R Arcucci, Y Guo, CC Pain Computer Methods in Applied Mechanics and Engineering 360, 112766, 2020 | 86 | 2020 |
| Deep data assimilation: integrating deep learning with data assimilation R Arcucci, J Zhu, S Hu, YK Guo Applied Sciences 11 (3), 1114, 2021 | 64 | 2021 |
| An overview of methods of fine and ultrafine particle collection for physicochemical characterisation and toxicity assessments P Kumar, G Kalaiarasan, AE Porter, A Pinna, MM Kłosowski, ... Science of the total environment 756, 143553, 2021 | 59 | 2021 |
| A time-series clustering methodology for knowledge extraction in energy consumption data LGB Ruiz, MC Pegalajar, R Arcucci, M Molina-Solana Expert Systems with Applications 160, 113731, 2020 | 55 | 2020 |
| Optimal reduced space for variational data assimilation R Arcucci, L Mottet, C Pain, YK Guo Journal of Computational Physics 379, 51-69, 2019 | 52 | 2019 |
| An epidemiological modelling approach for COVID-19 via data assimilation P Nadler, S Wang, R Arcucci, X Yang, Y Guo European Journal of Epidemiology 35, 749-761, 2020 | 46 | 2020 |
| Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting S Cheng, IC Prentice, Y Huang, Y Jin, YK Guo, R Arcucci Journal of Computational Physics 464, 111302, 2022 | 45 | 2022 |
| Data learning: Integrating data assimilation and machine learning C Buizza, CQ Casas, P Nadler, J Mack, S Marrone, Z Titus, C Le Cornec, ... Journal of Computational Science 58, 101525, 2022 | 44 | 2022 |
| A reduced order deep data assimilation model CQ Casas, R Arcucci, P Wu, C Pain, YK Guo Physica D: Nonlinear Phenomena 412, 132615, 2020 | 43 | 2020 |
| Natural ventilation in cities: the implications of fluid mechanics J Song, S Fan, W Lin, L Mottet, H Woodward, M Davies Wykes, R Arcucci, ... Building Research & Information 46 (8), 809-828, 2018 | 41 | 2018 |
| A scalable approach for variational data assimilation L D’Amore, R Arcucci, L Carracciuolo, A Murli Journal of Scientific Computing 61, 239-257, 2014 | 41 | 2014 |
| On the variational data assimilation problem solving and sensitivity analysis R Arcucci, L D'Amore, J Pistoia, R Toumi, A Murli Journal of Computational Physics 335, 311-326, 2017 | 36 | 2017 |
| Generalised latent assimilation in heterogeneous reduced spaces with machine learning surrogate models S Cheng, J Chen, C Anastasiou, P Angeli, OK Matar, YK Guo, CC Pain, ... Journal of Scientific Computing 94 (1), 11, 2023 | 35 | 2023 |
| HPC computation issues of the incremental 3D variational data assimilation scheme in OceanVar software L D’Amore, R Arcucci, L Marcellino, A Murli J. Numer. Anal. Ind. Appl. Math 7 (3-4), 91-105, 2012 | 31 | 2012 |
| Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic C Quilodrán-Casas, VLS Silva, R Arcucci, CE Heaney, YK Guo, CC Pain Neurocomputing 470, 11-28, 2022 | 29 | 2022 |
| Attention-based convolutional autoencoders for 3d-variational data assimilation J Mack, R Arcucci, M Molina-Solana, YK Guo Computer Methods in Applied Mechanics and Engineering 372, 113291, 2020 | 29 | 2020 |
| Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review S Cheng, C Quilodrán-Casas, S Ouala, A Farchi, C Liu, P Tandeo, ... IEEE/CAA Journal of Automatica Sinica 10 (6), 1361-1387, 2023 | 28 | 2023 |
| A decomposition of the tikhonov regularization functional oriented to exploit hybrid multilevel parallelism R Arcucci, L D’Amore, L Carracciuolo, G Scotti, G Laccetti International Journal of Parallel Programming 45, 1214-1235, 2017 | 25 | 2017 |
| DD-OceanVar: A domain decomposition fully parallel data assimilation software for the Mediterranean Forecasting System L D’Amore, R Arcucci, L Carracciuolo, A Murli Procedia Computer Science 18, 1235-1244, 2013 | 25 | 2013 |
| Machine learning for earth system observation and prediction M Bonavita, R Arcucci, A Carrassi, P Dueben, AJ Geer, B Le Saux, ... Bulletin of the American Meteorological Society 102 (4), E710-E716, 2021 | 22 | 2021 |
