| MiKlip: A national research project on decadal climate prediction J Marotzke, WA Müller, FSE Vamborg, P Becker, U Cubasch, H Feldmann, ... Bulletin of the American Meteorological Society 97 (12), 2379-2394, 2016 | 113 | 2016 |
| Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer J Ogier du Terrail, A Leopold, C Joly, C Béguier, M Andreux, C Maussion, ... Nature medicine 29 (1), 135-146, 2023 | 76 | 2023 |
| An attempt to deconstruct the Atlantic Multidecadal Oscillation C Marini, C Frankignoul Climate dynamics 43 (3-4), 607-625, 2014 | 50 | 2014 |
| Links between the southern annular mode and the atlantic meridional overturning circulation in a climate model C Marini, C Frankignoul, J Mignot Journal of Climate 24 (3), 624-640, 2011 | 33 | 2011 |
| Substra: a framework for privacy-preserving, traceable and collaborative machine learning MN Galtier, C Marini arXiv preprint arXiv:1910.11567, 2019 | 30 | 2019 |
| Towards prospective Life Cycle Assessment: how to identify key parameters inducing most uncertainties in the future? Application to photovoltaic systems installed in Spain C Marini, I Blanc International Conference on Computational Science and Its Applications, 691-706, 2014 | 28 | 2014 |
| Industry-scale orchestrated federated learning for drug discovery M Oldenhof, G Ács, B Pejó, A Schuffenhauer, N Holway, N Sturm, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15576 …, 2023 | 23 | 2023 |
| Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach LMM Le, B Kégl, A Gramfort, C Marini, D Nguyen, M Cherti, S Tfaili, ... Talanta 184, 260-265, 2018 | 17 | 2018 |
| The RAMP framework: from reproducibility to transparency in the design and optimization of scientific workflows B Kégl, A Boucaud, M Cherti, A Kazakci, A Gramfort, G Lemaitre, ... | 14 | 2018 |
| Collaborative federated learning behind hospitals’ firewalls for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer JO Du Terrail, A Leopold, C Joly, C Beguier, M Andreux, C Maussion, ... medRxiv, 2021.10. 27.21264834, 2021 | 11 | 2021 |
| A comparison of two ensemble generation methods using oceanic singular vectors and atmospheric lagged initialization for decadal climate prediction C Marini, I Polkova, A Köhl, D Stammer Monthly Weather Review 144 (7), 2719-2738, 2016 | 11 | 2016 |
| A prospective mapping of environmental impacts of large scale photovoltaic ground mounted systems based on the CdTe technology at 2050 time horizon C Marini, I Blanc, P Sinha, A Wade 29th European Photovoltaic Solar Energy Conference and Exhibition, 3394-3398 …, 2014 | 10 | 2014 |
| Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes MN Galtier, C Marini, G Wainrib, H Jaeger Neural Networks 56, 10-21, 2014 | 4 | 2014 |
| Machine learning for classification and quantification of monoclonal antibody preparations for cancer therapy L Le, C Marini, A Gramfort, D Nguyen, M Cherti, S Tfaili, A Tfayli, ... arXiv preprint arXiv:1705.07099, 2017 | 3 | 2017 |
| Collaborative federated learning behind hospitals’ firewalls for predicting histological complete response to neoadjuvant chemotherapy in triple-negative breast cancer. J Ogier du Terrail, A Leopold, C Joly, M Andreux, C Maussion, ... Journal of Clinical Oncology 40 (16_suppl), 590-590, 2022 | 1 | 2022 |
| Morpheo: Traceable machine learning on hidden data M Galtier, C Marini arXiv preprint arXiv:1704.05017, 2017 | 1 | 2017 |
| Simplified prospective LCA models for residential PV installations based on SC-SI installed in Europe in 2050 I Blanc, C Marini WCPEC-6-The 6th World Conference on Photovoltaic Energy Conversion, 1351 …, 2014 | 1 | 2014 |
| Assessing the prospective environmental impacts of photovoltaic systems based on a simplified LCA model C Marini, P Padey, I Blanc, D Le Boulch SETAC Europe 24th Annual Meeting, 2 pages, 2014 | 1 | 2014 |
| Systems and methods for administrating a federated learning network M Galtier, M Andreux, C Marini, E Tramel, I Djafar, J Du Terrail US Patent App. 18/254,693, 2024 | | 2024 |
| Morpheo Viewer, une interface open-source de visualisation de polysomnographie et de lecture automatique D Jin, G Solelhac, D Dehaene, P Bouchequet, M Chennaoui, D Leger, ... Médecine du Sommeil 15 (1), 49, 2018 | | 2018 |
