Towards IPSL-CM7

Balaji, V., F. Couvreux, J. Deshayes, J. Gautrais, F. Hourdin and C. Rio, Are general circulation models obsolete? Proceedings of the National Academy of Science of the USA, 119 (47), e2202075119, 2022. doi:10.1073/pnas.2202075119

Couvreux, F., F. Hourdin, D. Williamson, R. Roehrig, V. Volodina, N. Villefranque, C. Rio, O. Audouin, J. Salter, E. Bazile, F. Brient, F. Favot, R. Honnert, M.-P. Lefebvre, J.-B. Madeleine, Q. Rodier, and W. Xu, Process-based climate model development harnessing machine learning: I. A calibration tool for parameterization improvement. Journal of Advances in Modeling Earth Systems, 13, e2020MS002217, 2021. doi: 10.1029/2020MS002217

Hourdin, F., D. Williamson, C. Rio, F. Couvreux, R. Roehrig, N. Villefranque, I. Musat, L. Fairhead, F.B. Diallo, and V. Volodina, Process-based climate model development harnessing machine learning: II. Model calibration from single column to global, Journal of Advances in Modeling Earth System, 13, e2020MS002225, 2021. doi: 10.1029/2020MS002225

Jebri, B., and M. Khodri, Large ensemble particle filter for spatial climate reconstructions using a linear inverse model. Journal of Advances in Modeling Earth Systems, 15, e2022MS003094, 2023. doi: 10.1029/2022MS003094

Lguensat, R., J. Deshayes, H. Durand, and V. Balaji, Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: Lessons learned from the Lorenz96 model, Journal of Advances in Modeling Earth Systems, 15, e2022MS003367, 2023. doi:10.1029/2022MS003367

Marti, O., S. Nguyen, P. Braconnot, S. Valcke, F. Lemarié, and E. Blayo, A Schwarz iterative method to evaluate ocean–atmosphere coupling schemes: implementation and diagnostics in IPSL-CM6-SW-VLR, Geoscientific Model Development, 14, 2959–2975, 2021. doi: 10.5194/gmd-14-2959-2021

Schlund, M., B. Hassler, A. Lauer, B. Andela, P. Jöckel, R. Kazeroni, S. Loosveldt Tomas, B. Medeiros, V. Predoi, S. Sénési, J. Servonnat, T. Stacke, J. Vegas-Regidor, K. Zimmermann, and V. Eyring, Evaluation of native Earth system model output with ESMValTool v2.6.0, Geoscientific Model Development, 16, 315-333, 2023. 10.5194/gmd-16-315-2023

Silvy, Y., C. Rousset, E. Guilyardi, J.-B. Sallée, J. Mignot, C. Ethé, and G. Madec, A modeling framework to understand historical and projected ocean climate change in large coupled ensembles, Geoscientific Model Development, 15, 7683–7713, 2022. doi: 10.5194/gmd-15-7683-2022

Villefranque, N., F. Hourdin,, L. d’Alençon, S. Blanco, O. Boucher, C. Caliot, C. Coustet, J. Dauchet, M. El Hafi, V. Eymet, O. Farges, V. Forest, R. Fournier, J. Gautrais, V. Masson, B. Piaud and R. Schoetter, The « teapot in a city »: a paradigm shift in urban climate modelling, Science Advances, 8, 27, 2022. doi: 10.1126/sciadv.abp8934