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Faranda Davide

I am a CNRS (permanent) Researcher in Climate Sciences at the LSCE laboratory of the University of Paris-Saclay, and the coordinator (chef d'equipe) of the ESTIMR group. My main expertise is the attribution of weather extreme events to climate change. Since September 2017, I am also external fellow of the London Mathematical Laboratory, London, United Kingdom and of the Laboratoire de Meteorologie Dynamique de l'Ecole Normale Superieure in Paris.
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**RESEARCH INTERESTS** ---------------------- My research activity mainly focuses on the definition of dynamical tools to perform extreme weather events attribution, namely estimating the role of forcing in determining frequency and intensity of climate extreme events. My scientific path began by obtaining my PhD degree in Earth Sciences with the thesis: "Extreme value theory for geophysical Flows" in 2013 at the University of Hamburg. My experience in France started in 2013 as part of a postdoctoral fellowship at CNRS under the supervision of B. Dubrulle and F. Daviaud at SPEC - CEA Saclay. In 2014, I started a second post-doctoral contract as part of an ERC climate projectled by P Yiou at LSCE. The interdisciplinary training that I acquired during these first phases of my career allowed me to build a solid project for the CNRS, which I joined in 2015. Since then, my activity has been part of the LSCE ESTIMR team. Since 2018 I am also research fellow of the London Mathematical Laboratory (London UK) and external fellow of the LMD-ENS Paris. I have obtained my Habilitation à Diriger les Recherches (HDR) in November 2020. This has allowed me to start the supervision of 6 PhD students working on different topics such as attribution of extratropical cyclones to climate change, machine learning techniques to interpret changes in atmospheric circulation driven by CO2 emissions as well as detection of extreme convective events. Since December 2020 I am the “Extremes-Statistics-Impacts-Regionalization” ESTIMR Team coordinator (Chef d’Equipe, 30 members). My activity as ESTIMR team coordinator ensures the collaboration of different researchers around topics of common interests: this has produced some common framework for the attribution of extreme events whose importance has been recognized by perspective article in Science. My research activity has for main objectives the understanding and the modelling of the climate and environmental variability at various spatial scales – from very large structures related to the atmospheric dynamics, to very local phenomena – and at various temporal scales – for the study of past climates, present processes and future climate evolutions. One of the strengths of my research is the use and the development of state-of-the-art statistical and dynamical tools adapted to weather extreme event attribution problems, through a strong multidisciplinary interaction between climatology, modelling and statistics. This has allowed me to publish my research as first author with over 60 publications in climate sciences in journal such as Geophysical Research Letters, Climate of the Past, Climate Dynamics, Weather and Climate Dynamics, Journal of Atmospheric Sciences, Journal of Climate. The rest of my scientific production is devoted to interdisciplinary research topics such as Statistical Physics, Epidemiology, impacts of climate change, which I have published in international recognized journals such as Physical Review Letters, Nature Communications, Chaos. In summary, I have published about 90 articles, with an H-index of 25 and more than 1900 citations in 10 years (source google Scholar). The importance of my research work has been recognized in 2018 with the EGU Division Outstanding Early Career Scientists Award from the European Union of Geophysics. Since 2019 I teach Dynamical Systems for the Geophysicists of the Ecole Normale Superieure in Paris and I am invited to give classes in Berlin (Freie University), Bologna (Alma Mater Università di Bologna), Scuola Normale di Pisa. I organized several sessions at EGU meetings on yearly basis since 2018. In the year 2022 I organized 3 summer schools: one in Paris with 30 participants (project EDIPI), one in ICTP Trieste with 100 participants (XAIDA) and one in Erice with 40 participants(EMFCSC). I have been invited as speaker at several international universities (see below) with over 30 communications in the year 2022. I have supervised 4 Postdoctoral researchers, 10 master students and 6 PhD students. I am currently PI of an ANR-TERC research project BOREAS, a CNRS MITI project on extreme events and French coordinator of the H2020-ITN projectEDIPI, Work Package leader of the H2020 EU project XAIDA. I’m also active in the French, Italian and international press, with numerous interviews with newspapers such as Repubblica, La Stampa, Le Figaro, TF1, BFMTV, RTL, France24, FranceInfo, Oggiscienza and ArtE with more than 40 interviews (press or television) in the last 12 months. As part of my outreach activities on climate change, I have also developed a video game on climate change: ClimarisQ available for the web and smartphones in 4 languages, including French. I continue the development of ClimarisQ in other languages and I use it regularly for my outreach activities in education, Fete de la Science, Forum Meteo Climat, Trieste Next, and others. I also participate every year in the Parcours Science of the Association Science Technologie Société (ASTS) which consists in accompanying classes in primary schools of the Val de Marne department to illustrate the role of researchers inthe society and teach the challenges of climate change Research Projects ----------------- - [MITI Project UNDERPIN: ]( aims at bridging experts in statistical physics, statistics, dynamical systems and climate sciences to study persistent, high-impact climate extremes such as heatwaves, cold-spells and slow-moving cyclones. These events may be conceptualized as arising from situations where the large-scale atmospheric flow in the midlatitudes is extremely zonal or blocked and meandering. - [ClimarisQ Project: Smartphone Android/IOS Game on climate extremes]( : ClimarisQ is a scientific mediation project that highlights the complexity of the climate system and the urgency of collective action to limit climate change. It is an app-game where players must make decisions to limit the frequency and impacts of extreme events. I am the Principal Investigator of ClimarisQ - [ANR T-ERC "BOREAS": Bridging dynamic and thermOdynamical REsponse of coldspells of Anthropogenic forcing using Statistical mechanics]( : BOREAS assesses how climate change modify the frequency and intensity of snowstorms affecting European large populated areas in winter time. Anthropogenic emissions are responsible for temperature increase. I am the Principal Investigator of BOREAS - [H2020 Project “XAIDA" eXtreme events : Artificial Intelligence for Detection and Attribution]( Fifteen European research institutes are joining forces with climate risk practitioners to better assess and predict the influence of climate change on extreme weather using novel artificial intelligence methods. Within XAIDA I am leader on Work Package on Convective Events. - [H2020-ITN "EDIPI": European weather Extremes: DrIvers, Predictability and Impacts]( : EDIPI (european weather Extremes: DrIvers, Predictability and Impacts) is an international consortium of universities, research centres and private companies aiming to further our holistic understanding of temperature, precipitation (incl. drought) and surface wind extremes over Europe. I am the French responsible for the project and work-package leader. - [ANR "SAMPRACE": Sampling Rare Climate Events]( : SAMPRACE means « Sampling Rare Climate Events ». It is a project funded by the French ANR. The goal of the project is to devise statistical physics and mathematical methods to simulate rare events like heatwaves or cold spells in an efficient way. This web page contains ongoing elements of the project. I am partner of this project. - [ERA4CS "EUPHEME": Placing Extreme Weather Events in the Context of Climate Variability and Change]( : EUPHEME has three main objectives: 1) Develop state of the art methods for a range of timescales, and new techniques for evaluating their reliability, 2) Develop a scientific platform which hosts data, supports data processing and provides collaboration space for scientists using complementary methods and data sources. 3) Provide a user-oriented synthesis, disseminate consistent attribution assessments prototype attribution service website wide variety of stakeholders. I am the LSCE responsible of this project and WP3 co-leader. - [LEFE-MANU-INSU-CNRS "DINCLIC" dynamical Indicators for Climate Change]( : The goal of DINCLIC is to determine the contributions of dynamics and thermodynamics patterns to rare events in conceptual atmospheric systems via the dynamical indicators (local dimensions, local stability). The applicability to real systems (reanalyses, observations, general circulation models, regional climate models) also will be assessed. EDUCATION - 2020: HDR (Habilitation à diriger les Recherches), Earth Sciences -Sciences de la Terre UVSQ, St Quentin en Yvelines, France, November 2020 Thesis: Physique Statistique des Evenements Extremes Geophysiques. \[[Thesis PdF](/tel-03009070v1), [Presentation PdF](, [Presentation Movie](\] - 2013: PhD, Earth Sciences and Applied Mathematics Hamburg University, Hamburg, Germany Mention: 1.0/1.0 magna cum laude, January 2013 Thesis: Extreme Value Theory for geophysical flows. \[[.pd](\] Supervisor: Prof. Valerio Lucarini. - 2010: Master of Science, Physics Bologna University, Bologna, Italy Mention: 110/110 cum laude, July 2010 Thesis: Dynamical indicators of Stability in Non-Linear maps of low dimensionality. \[[.pdf]( "Tesi_RC3.pdf")\] Supervisor: Prof. Giorgio Turchetti. - 2008: Bachelor Degree, Atmospheric Physics and Meteorology Bologna University, Bologna, Italy Mention: 110/110 cum laude, July 2008 Thesis: Characterization of stable and radioactive atmospheric tracers at the GAW M.te Cimone Station \[[.pdf]( "presentazione_definitiva.pdf")\] Supervisor: Prof. Laura Tositti. --- PROFESSIONAL EXPERIENCE - 2020-Now: External Fellow @ LMD-ENS, Paris, France - 2017-Now: External Fellow @ [London Mathematical Laboratory](, London, UK. - 2015-Now: Researcher (Chargé de Recherce) in Section 19 (Climate) and 52 (Interdisciplinary Science) @ LSCE-CNRS, Gif-sur-Yvette, France. - 2014-2015: Research Fellow (CDD) in thermodynamics and dynamics of geophysical flows @LSCE - CEA, Gif-sur-Yvette, France. Advisor: Dr. [Pascal Yiou]( - 2013-2014: Post-doctoral research in Theoretical and Experimental Turbulence @ CNRS URA 2464 / SPEC - CEA, Gif-sur-Yvette, France. Advisor: Dr. [Berengere Dubrulle](,bs.2,d.bGg). - 2013-2013: Post-doctoral Research In Fluid Dynamics and Dynamical Systems@ University of Hamburg - Klimacampus, Hamburg , Germany. Advisor: Prof. [Valerio Lucarini]( - 2009-2010: Tutor for students in Atmospheric Physics and Meteorology @ Bologna University, Bologna, Italy. --- AWARDS - 2019 [Winner of the EGU Best Blog Posts of 2019 Competition]( - 2018 [European Geoscience Union Nonlinear Processes Division Outstanding Early Career Scientists Award]( - 2014 [Distinguished citizen]( of the year of the town S.Agata Militello (Italy). Prize assigned under the patronage of the Ministry of Home affairs. - 2014 Winner of the [Outstanding Student Poster]( (OSP) Awards at the European Geophysical Union general assembly - section Nonlinear Processes in Geosciences. Vienna. - 2013 Selected for participating in the 1st [Heidelberg Laureate Forum]( a one-week event combining scientific, social and outreach activities featuring the winners of the awards in Mathematics and Computer Science, the Abel Prize, the Fields Medal (including the Nevanlinna Prize), and the ACM Turing Award, September . - 2012 Winner of a sponsorship within the [HPC-Europa2]( Pan-European Research Infrastructure for High Performance Computing which covered a two months visit to LadHyX (Ecole Polytechnique, Palaiseau, France) to collaborate with the Dr. P. Manneville and an amount of 50.000 CPU hours to perform simulations on fluid dynamic systems on CINES-GENCI facilities located in Montpellier, France. --- SUPERVISION - 2022-Now: Pradeebane Vaittinada (Postdoctoral Researcher, co-supervision: Mathieu Vrac, Projet XAIDA) “Attirbution of tropical and Mediterranean cyclones to climate change". - 2022-Now: Lucas Fery (PhD student, co-supervision: Berengere Dubrulle, These Numerics CEA) “Sobers simulations of convective atmospheric extreme events". - 2022 Vivien Guette (Master Student, co-supervision: Robin Noyelle, Sylvie Charbit) "Dynamcial indicators for the jet dynamics". - 2021-Now: Nemo Malhomme (PhD student, co-supervision: Berengere Podvin, Lionel Mathelin, These 80prime CNRS) “Machine Learning techniques for atmospheric convective events". - 2021-Now: Mireia Ginesta Fernandez (PhD Student, co-supervision: Pascal Yiou, Project EDIPI) “Attribution of explosive extratropical cyclones to climate change”. - 2021-Now: Robin Noyelle (PhD Student, co-supervision: Pascal Yiou): “Rare Events algorithms for climate sciences”. - 2021-Now: Andreia Hisi (Postdoctoral Research, co-supervision: Mathieu Vrac): “Automatization techniques for attribution of climate extremes". - 2020-Now: Vaishnavi Borse (Research Associate, co-encadrement : Soulivanh Thao, Pascal Yiou, M Vrac): “Machine learning methods for climate change”. - 2021-Now: Lia Rapella (Erasmus Student): "Evaluating the impacts of climate change on renewable energies". - 2021: Lucas Fery (étudiant M2- ENS Lyion, co-encadrement : Berengere Dubrulle): “Latent dirichlet Allocation for geophysical flows". - 2021-2022: Akim Viennent (étudiant M2- ENS Paris, co-encadrement : Nikki Vercauteren FU Berlin): “Covariant Lyapunov vectors and dimensionality reduction methods for geophysical variables". - 2021 : Robin Durand (étudiant M2-ENS, co-encadrement : Mathieu Vrac) : “Correction of atmospheric circulation biases in present and future climate simulations”. - 2021 : Dongjeon Lee (étudiant L3, Ecole de Beaux Arts de Tours) : “ContacTerre : valoriser les sciences du climat à travers l’art”. - 2020-2021: Tanguy Jonville (étudiant Polytechnique, co-encadrement : Nathalie de Noblet): “Methodological issues in attributing extreme heat events to afforestation and reforestation”. - 2020-2021 : Flavio Pons (Chercheur post-doctoral, Chercheur postdoctoral, Projet BOREAS): “Dynamics of cold spells in climate change”. - 2020 : Soren François (étudiant M2, Projet ClimarisQ): "Generator of extreme climatic events depending on the CO2 concentration”. - 2020 : Clément Dehondt (Master de l'Ecole Centrale, co-encadrement : Sébastien Fromang): “Extreme energy transfers in tropical cyclones”. - 2020 : Vincent de Menezes (étudiant M1): "Machine Learning Methods for non-stationary attractors”. - 2019 : Adnane Hamid (étudiant M2, co-encadrement : V Gautard, S Thao, M Vrac, P Yiou): "Machine Learning Methods for Chaotic Attractors". - 2017: Alix Goudyme (M2 co-supervision : B. Dubrulle SPEC-CEA Saclay): "Persistence of specific states of chaotic attractors". - 2016: Guillaume Névo (M2 co-supervision : B. Dubrulle SPEC-CEA Saclay): "Early Warning signals in geophysical and financial problems" - 2017: David Rodriguez (L3): "Assessing the dynamics of CMIP5 models via Dynamical Systems metrics". --- TEACHING - 2023: Master class in Dynamical Systems, M2 Geoscience, Ecole Normale Superieure, Paris \[10h\] - 2022: Master class in Approaches of dynamical systems to Geophysics, Master in Matematica, Scuola Normale di Pisa, Pisa, Italy \[10h\] - 2022: [Master class in Dynamical Systems, M2 Geoscience, Ecole Normale Superieure, Paris]( \[8h\] - 2021: [Master class in Dynamical Systems, M2 Geoscience, Ecole Normale Superieure, Paris]( \[8h\] - 2021: Master Class in Statistical tools for climate Risk, M2 ECLAT, Université Paris Saclay, Saclay \[5h\] - 2021: Master Class in Physics of Climate, CIRED, Master EEET, \[3h\] - 2020: Marser Class in Dynamical Systems ,Master in Mathematics, FU Berlin \[2h\] - 2019: Master Class in Dynamical Systems ,Master in Mathematics, FU Berlin \[2h\] - 2018: Master Class in Physics of Climate, Master Athens, AGROPARISTECH, Paris \[3h\] --- CURRENT INSTITUTIONAL RESPONSABILITIES - Group coordinator (Chef d'Equipe) ESTIMR (~30 members). - Elected member of the OVSQ council. - EGU Nonlinear Processes in Geophysics, Scientific Officer. - Organiser of the bimestrial inter-laboratory seminars “[Climate and Statistical Mechanics](”, between the laboratories SPEC & LSCE at CEA Saclay, France. - Member of the Editorial board of the Journal [Chaos AIP]( - Editor for [Physica D]( - Member of the bureau of the Groupment de Recherche CNRS: "[Défis Théoriques pour les Sciences du Climat](" --- OUTREACH ACTIVITIES - 2020-202\*: Several interviews for the national and internation press and television. - 2020-2021: [Parcours Science ASTS ]( - 2020-2021: Responsible of the outreach project video Game [ClimarisQ]( - 2019-2021: [Author & Editor of the EGU – NP Blog]( - 2020: Participation in [“Che cosa c’entra l’ecologia”, Genova, Palazzo Ducale, Italy]( - 2019: Participation in [« Repubblica dei Terrestri » Naples, Italy]( --- INTERESTS - Cooking, - [Electronic music](, - Building-bricks design (LEGO).
Biographie ---------- Mon activité de recherche se concentre principalement sur la définition d'outils dynamiques pour effectuer l'attribution d'événements météorologiques extrêmes, à savoir l'estimation du rôle du forçage dans la détermination de la fréquence et de l'intensité des événements climatiques extrêmes. Mon parcours scientifique a commencé par l'obtention de mon doctorat en sciences de la Terre avec la thèse : " Extreme value theory for geophysical Flows " en 2013 à l'Université de Hambourg. Mon expérience en France a commencé en 2013 dans le cadre d'un stage postdoctoral au CNRS sous la supervision de B. Dubrulle et F. Daviaud au SPEC - CEA Saclay. En 2014, j'ai commencé un deuxième contrat post-doctoral dans le cadre d'un projet climatique ERC dirigé par P Yiou au LSCE. La formation interdisciplinaire que j'ai acquise durant ces premières phases de ma carrière m'a permis de construire un projet solide pour le CNRS, que j'ai rejoint en 2015. Depuis lors, mon activité s'inscrit dans l'équipe ESTIMR du LSCE. Depuis 2018, je suis également chercheur associé du London Mathematical Laboratory (Londres UK) et chercheur externe du LMD-ENS Paris. J'ai obtenu mon Habilitation à Diriger les Recherches (HDR) en novembre 2020. Cela m'a permis de commencer l'encadrement de 6 doctorants travaillant sur différents sujets tels que l'attribution des cyclones extratropicaux au changement climatique, les techniques d'apprentissage automatique pour interpréter les changements de la circulation atmosphérique induits par les émissions de CO2 ainsi que la détection des événements convectifs extrêmes. Depuis décembre 2020 Je suis le coordinateur de l'équipe ESTIMR "Extremes-Statistics-Impacts-Regionalization" (Chef d'Equipe, 30 membres). Mon activité de coordinateur de l'équipe ESTIMR assure la collaboration de différents chercheurs autour de sujets d'intérêts communs : ceci a produit un cadre commun pour l'attribution des événements extrêmes dont l'importance a été reconnue par un article de perspective dans Science. Mon activité de recherche a pour principaux objectifs la compréhension et la modélisation de la variabilité climatique et environnementale à différentes échelles spatiales - des très grandes structures liées à la dynamique atmosphérique, aux phénomènes très locaux - et à différentes échelles temporelles - pour l'étude des climats passés, des processus actuels et des évolutions climatiques futures. L'un des points forts de ma recherche est l'utilisation et le développement d'outils statistiques et dynamiques de pointe adaptés aux problèmes d'attribution d'événements météorologiques extrêmes, grâce à une forte interaction multidisciplinaire entre la climatologie, la modélisation et les statistiques. Cela m'a permis de publier mes recherches en tant que premier auteur avec plus de 60 publications en sciences du climat dans des revues telles que Geophysical Research Letters, Climate of the Past, Climate Dynamics, Weather and Climate Dynamics, Journal of Atmospheric Sciences, Journal of Climate. Le reste de ma production scientifique est consacré à des sujets de recherche interdisciplinaires tels que la physique statistique, l'épidémiologie, les impacts du changement climatique, que j'ai publiés dans des revues de renommée internationale telles que Physical Review Letters, Nature Communications, Chaos. En résumé, j'ai publié environ 90 articles, avec un indice H de 25 et plus de 1900 citations en 10 ans (source google Scholar). L'importance de mes travaux de recherche a été reconnue en 2018 par le prix EGU Division Outstanding Early Career Scientists de l'Union européenne de géophysique. Depuis 2019, j'enseigne les systèmes dynamiques pour les géophysiciens de l'École normale supérieure de Paris et je suis invité à donner des cours à Berlin (Freie University), Bologne (Alma Mater Università di Bologna), Scuola Normale di Pisa. J'ai organisé plusieurs sessions aux réunions de l'EGU sur une base annuelle depuis 2018. En 2022, j'ai organisé trois écoles d'été : une à Paris avec 30 participants (projet EDIPI), une à l'ICTP Trieste avec 100 participants (XAIDA) et une à Erice avec 40 participants (EMFCSC). J'ai été invité comme conférencier dans plusieurs universités internationales (voir ci-dessous) avec plus de 30 communications en 2022. J'ai supervisé 4 chercheurs postdoctoraux, 10 étudiants de master et 6 étudiants de doctorat. Je suis actuellement PI d'un projet de recherche ANR-TERC BOREAS, d'un projet CNRS MITI sur les événements extrêmes et coordinateur français du projet H2020-ITNEDIPI, Work Package leader du projet H2020 EU XAIDA. Je suis également actif dans la presse française, italienne et internationale, avec de nombreuses interviews dans des journaux tels que Repubblica, La Stampa, Le Figaro, TF1, BFMTV, RTL, France24, FranceInfo, Oggiscienza et ArtE avec plus de 40 interviews (presse ou télévision) au cours des 12 derniers mois. Dans le cadre de mes activités de sensibilisation au changement climatique, j'ai également développé un jeu vidéo sur le changement climatique : ClimarisQ disponible pour le web et les smartphones en 4 langues, dont le français. Je continue le développement de ClimarisQ dans d'autres langues et je l'utilise régulièrement pour mes activités de vulgarisation dans le domaine de l'éducation, la Fête de la Science, le Forum Meteo Climat, Trieste Next, et autres. Je participe également chaque année au Parcours Science de l'Association Science Technologie Société (ASTS) qui consiste à accompagner des classes d'écoles primaires du département du Val de Marne pour illustrer le rôle des chercheurs dans la société et enseigner les enjeux du changement climatique.


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Analysing 23 years of warm-season derechos in France: a climatology and investigation of synoptic and environmental changes

Lucas Fery , Davide Faranda
Weather and Climate Dynamics, 2024, 5 (1), pp.439-461. ⟨10.5194/wcd-5-439-2024⟩
Journal articles hal-04002953v2
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Climate Science at the Interface Between Topological Data Analysis and Dynamical Systems Theory

Davide Faranda , Théo Lacombe , Nina Otter , Kristian Strommen
Notices of the American Mathematical Society, 2024, 71, pp.267-271. ⟨10.1090/noti2864⟩
Journal articles hal-04396161v1
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Summer Deep Depressions Increase Over the Eastern North Atlantic

Fabio d'Andrea , Jean-Philippe Duvel , Gwendal Rivière , Robert Vautard , Christophe Cassou
Geophysical Research Letters, 2024, 51 (5), ⟨10.1029/2023GL104435⟩
Journal articles hal-04488347v1
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Ensembles of climate simulations to anticipate worst case heatwaves during the Paris 2024 Olympics

Pascal Yiou , Camille Cadiou , Davide Faranda , Aglaé Jézéquel , Nemo Malhomme
npj climate and atmospheric science, 2023, 6, pp.188. ⟨10.1038/s41612-023-00500-5⟩
Journal articles hal-04283599v1
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Tracking Geomagnetic Storms with Dynamical System Approach: Ground-Based Observations

Tommaso Alberti , Paola de Michelis , Lucia Santarelli , Davide Faranda , Giuseppe Consolini
Remote Sensing, 2023, 15 (12), pp.3031. ⟨10.3390/rs15123031⟩
Journal articles hal-04124307v1
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Decrease of the spatial variability and local dimension of the Euro-Atlantic eddy-driven jet stream with global warming

Robin Noyelle , Vivien Guette , Akim Viennet , Bénédicte Colnet , Davide Faranda
Climate Dynamics, 2023, ⟨10.1007/s00382-023-07022-z⟩
Journal articles hal-04337045v1
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The quandary of detecting the signature of climate change in Antarctica

Mathieu Casado , Raphaël Hébert , Davide Faranda , Amaelle Landais
Nature Climate Change, 2023, 13, pp.1082-1088. ⟨10.1038/s41558-023-01791-5⟩
Journal articles hal-04202689v1
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Maximal reachable temperatures for Western Europe in current climate

Robin Noyelle , Yi Zhang , Pascal Yiou , Davide Faranda
Environmental Research Letters, 2023, ⟨10.1088/1748-9326/acf679⟩
Journal articles hal-04210152v1
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Correcting biases in tropical cyclone intensities in low-resolution datasets using dynamical systems metrics

Davide Faranda , Gabriele Messori , Stella Bourdin , Mathieu Vrac , Soulivanh Thao
Climate Dynamics, 2023, ⟨10.1007/s00382-023-06794-8⟩
Journal articles hal-03631098v2
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Attributing Venice Acqua Alta events to a changing climate and evaluating the efficacy of MoSE adaptation strategy

Davide Faranda , Mireia Ginesta , Tommaso Alberti , Erika Coppola , Marco Anzidei
npj climate and atmospheric science, 2023, 6 (181), pp.s41612-023-00513-0
Journal articles hal-04050250v2
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On the Systematic Occurrence of Compound Cold Spells in North America and Wet or Windy Extremes in Europe

Gabriele Messori , Davide Faranda
Geophysical Research Letters, 2023, 50 (7), ⟨10.1029/2022GL101008⟩
Journal articles hal-03764706v2
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Deterministic and stochastic chaos characterize laboratory earthquakes

Adriano Gualandi , Davide Faranda , Chris Marone , Massimo Cocco , Gianmarco Mengaldo
Earth and Planetary Science Letters, 2023, 604, pp.117995. ⟨10.1016/j.epsl.2023.117995⟩
Journal articles hal-03632703v2
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Chameleon attractors in turbulent flows

Tommaso Alberti , Francois Daviaud , Reik Donner , Berengere Dubrulle , Davide Faranda
Chaos, Solitons & Fractals, 2023, 168, pp.113195. ⟨10.1016/j.chaos.2023.113195⟩
Journal articles hal-03498544v1
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Dynamical diagnostic of extreme events in Venice lagoon and their mitigation with the MoSE

Tommaso Alberti , Marco Anzidei , Davide Faranda , Antonio Vecchio , Marco Favaro
Scientific Reports, 2023, 13 (1), pp.10475. ⟨10.1038/s41598-023-36816-8⟩
Journal articles hal-04048564v2
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Statistical performance of local attractor dimension estimators in non-Axiom A dynamical systems

Flavio Maria Emanuele Pons , Gabriele Messori , Davide Faranda
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023, 33 (7), pp.073143. ⟨10.1063/5.0152370⟩
Journal articles hal-04051659v2
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Challenges in attributing the 2022 Australian rain bombs to climate change

Camille Cadiou , Robin Noyelle , Nemo Malhomme , Davide Faranda
Asia Pacific Journal of Atmospheric Sciences, 2023, 59, pp.83-94. ⟨10.1007/s13143-022-00305-1⟩
Journal articles hal-03722233v2
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Investigating the typicality of the dynamics leading to extreme temperatures in the IPSL-CM6A-LR model

Robin Noyelle , Pascal Yiou , Davide Faranda
Climate Dynamics, 2023, 62 (2), pp.1329-1357. ⟨10.1007/s00382-023-06967-5⟩
Journal articles hal-04043595v1
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Scale dependence of fractal dimension in deterministic and stochastic Lorenz-63 systems

T Alberti , Davide Faranda , V Lucarini , R V Donner , Berengere Dubrulle
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023, ⟨10.1063/5.0106053⟩
Journal articles hal-03707052v2
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COVID-19 epidemic peaks distribution in the United-States of America, from epidemiological modeling to public health policies

Alexandre Vallée , Davide Faranda , Maxence Arutkin
Scientific Reports, 2023, 13 (1), pp.4996. ⟨10.1038/s41598-023-30014-2⟩
Journal articles hal-04052362v1
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Persistent anticyclonic conditions and climate change exacerbated the exceptional 2022 European-Mediterranean drought

Davide Faranda , Salvatore Pascale , Burak Bulut
Environmental Research Letters, 2023, 18 (3), pp.034030. ⟨10.1088/1748-9326/acbc37⟩
Journal articles hal-03907855v3
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Atmospheric circulation compounds anthropogenic warming and impacts of climate extremes in Europe

Davide Faranda , Gabriele Messori , Aglaé Jézéquel , Mathieu Vrac , Pascal Yiou
Proceedings of the National Academy of Sciences of the United States of America, 2023, 120 (13), pp.e2214525120. ⟨10.1073/pnas.2214525120⟩
Journal articles hal-03456537v3
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Dynamical footprints of Hurricanes in the Tropical Dynamics

Davide Faranda , Gabriele Messori , Pascal Yiou , Soulivanh Thao , Flavio Pons
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023, 33, pp.013101. ⟨10.1063/5.0093732⟩
Journal articles hal-03219409v4
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A methodology for attributing extratropical cyclones to climate change: the case study of storm Alex 2020

Mireia Ginesta , Pascal Yiou , Gabriele Messori , Davide Faranda
Climate Dynamics, 2023, 61, pp.229-253. ⟨10.1007/s00382-022-06565-x⟩
Journal articles hal-03658139v2
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The link between European warm-temperature extremes and atmospheric persistence

Emma Holmberg , Gabriele Messori , Rodrigo Caballero , Davide Faranda
Earth System Dynamics, 2023, 14 (4), pp.737 - 765. ⟨10.5194/esd-14-737-2023⟩
Journal articles hal-04185211v2
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Heat extremes in Western Europe increasing faster than simulated due to atmospheric circulation trends

Robert Vautard , Julien Cattiaux , Tamara Happé , Jitendra Singh , Rémy Bonnet
Nature Communications, 2023, 14 (1), pp.6803. ⟨10.1038/s41467-023-42143-3⟩
Journal articles hal-04266530v4
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Climate change on extreme winds already affects off-shore wind power availability in Europe

Lia Rapella , Davide Faranda , Marco Gaetani , Philippe Drobinski , Mireia Ginesta
Environmental Research Letters, 2023, 18 (3), pp.034040. ⟨10.1088/1748-9326/acbdb2⟩
Journal articles hal-03840084v2
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Learning a weather dictionary of atmospheric patterns using Latent Dirichlet Allocation

Lucas Fery , Berengere Dubrulle , Berengere Podvin , Flavio Pons , Davide Faranda
Geophysical Research Letters, 2022, 49, pp.e2021GL096184. ⟨10.1029/2021GL096184⟩
Journal articles hal-03258523v1
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Statistical reconstruction of European winter snowfall in reanalysis and climate models based on air temperature and total precipitation

Flavio Maria Emanuele Pons , Davide Faranda
Advances in Statistical Climatology, Meteorology and Oceanography, 2022, 8, pp.155-186. ⟨10.5194/ascmo-8-155-2022⟩
Journal articles hal-02988109v1
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A climate-change attribution retrospective of some impactful weather extremes of 2021

Davide Faranda , Stella Bourdin , Mireia Ginesta , Meriem Krouma , Gabriele Messori
Weather and Climate Dynamics, 2022, 3, pp.1311-1340. ⟨10.5194/wcd-3-1311-2022⟩
Journal articles hal-03558636v2
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Present and future synoptic circulation patterns associated with cold and snowy spells over Italy

Miriam d'Errico , Flavio Pons , Pascal Yiou , Soulivanh Tao , Cesare Nardini
Earth System Dynamics, 2022, 13 (2), pp.961 - 992. ⟨10.5194/esd-13-961-2022⟩
Journal articles hal-03693696v1
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Local dimensionality and inverse persistence analysis of atmospheric turbulence in the stable boundary layer

Francesco Carbone , Tommaso Alberti , Davide Faranda , Daniele Telloni , Giuseppe Consolini
Physical Review E , 2022, 106, pp.064211. ⟨10.1103/PhysRevE.106.064211⟩
Journal articles hal-03879836v1
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Concurrent Effects between Geomagnetic Storms and Magnetospheric Substorms

Tommaso Alberti , Davide Faranda , Giuseppe Consolini , Paola de Michelis , Reik Donner
Universe, 2022, 8, pp.226. ⟨10.3390/universe8040226⟩
Journal articles hal-03632507v1
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How many modes are needed to predict climate bifurcations? Lessons from an experiment

Bérengère Dubrulle , François Daviaud , Davide Faranda , Louis Marié , Brice Saint-Michel
Nonlinear Processes in Geophysics, 2022, 29, pp.17-35. ⟨10.5194/npg-29-17-2022⟩
Journal articles hal-03230580v2
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Guidelines for data-driven approaches to study transitions in multiscale systems: The case of Lyapunov vectors

Akim Viennet , Nikki Vercauteren , Maximilian Engel , Davide Faranda
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2022, 32, pp.113145. ⟨10.1063/5.0093804⟩
Journal articles hal-03626146v2
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Interrupting vaccination policies can greatly spread SARS-CoV-2 and enhance mortality from COVID-19 disease: the AstraZeneca case for France and Italy

Davide Faranda , Tommaso Alberti , Maxence Arutkin , Valerio Lembo , Valerio Lucarini
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021, 31 (4), pp.041105. ⟨10.1063/5.0050887⟩
Journal articles hal-03172578v2
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Future intensification of extreme Aleutian low events and their climate impacts

K. Giamalaki , C. Beaulieu , S. A Henson , A. P Martin , H. Kassem
Scientific Reports, 2021, 11, pp.18395. ⟨10.1038/s41598-021-97615-7⟩
Journal articles hal-03345492v1
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Small-scale Induced Large-scale Transitions in Solar Wind Magnetic Field

Tommaso Alberti , Davide Faranda , Reik V Donner , Theophile Caby , Vincenzo Carbone
The Astrophysical journal letters, 2021, 914:L6, pp.1-7. ⟨10.3847/2041-8213/ac0148⟩
Journal articles hal-03189425v2
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Delayed epidemic peak caused by infection and recovery rate fluctuations

Maxence Arutkin , Davide Faranda , Tommaso Alberti , Alexandre Vallée
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021, 31 (10), pp.101107. ⟨10.1063/5.0067625⟩
Journal articles hal-03406309v1
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Compound climate events and extremes in the mid-latitudes: dynamics, simulation and statistical characterisation

Gabriele Messori , Emanuele Bevacqua , Rodrigo Caballero , Dim Coumou , Paolo de Luca
Bulletin of the American Meteorological Society, 2021, 102 (4), pp.E774-E781. ⟨10.1175/bams-d-20-0289.1⟩
Journal articles hal-03193711v1
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Projected changes in the atmospheric dynamics of climate extremes in France

Pascal Yiou , Davide Faranda , Soulivanh Thao , Mathieu Vrac
Atmosphere, 2021, 12 (11), pp.1440. ⟨10.3390/atmos12111440⟩
Journal articles hal-03355316v2
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A Dynamical Systems Characterisation of Atmospheric Jet Regimes

Gabriele Messori , Nili Harnik , Erica Madonna , Orli Lachmy , Davide Faranda
Earth System Dynamics, 2021, 12, pp.233-251. ⟨10.5194/esd-12-233-2021⟩
Journal articles hal-02901407v1
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Enhancing geophysical flow machine learning performance via scale separation

Davide Faranda , Mathieu Vrac , Pascal Yiou , Flavio Maria Emanuele Pons , Adnane Hamid
Nonlinear Processes in Geophysics, 2021, 28 (3), pp.423 - 443. ⟨10.5194/npg-28-423-2021⟩
Journal articles hal-03341712v3
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Technical Note: Characterising and comparing different palaeoclimates with dynamical systems theory

Gabriele Messori , Davide Faranda
Climate of the Past, 2021, 17 (1), pp.545-563. ⟨10.5194/cp-17-545-2021⟩
Journal articles hal-02932042v1
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Extreme value distributions of observation recurrences

Th Caby , Davide Faranda , S. Vaienti , Pascal Yiou
Nonlinearity, 2021, 34 (1), pp.118-163. ⟨10.1088/1361-6544/abaff1⟩
Journal articles hal-02904585v1
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The predictable chaos of slow earthquakes

A. Gualandi , Jean-Philippe Avouac , S. Michel , Davide Faranda
Science Advances , 2020, 6 (27), pp.eaaz5548. ⟨10.1126/sciadv.aaz5548⟩
Journal articles hal-02887201v1
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Dynamical systems theory sheds new light on compound climate extremes in Europe and Eastern North America

P. de Luca , G. Messori , F. M. E. Pons , Davide Faranda
Quarterly Journal of the Royal Meteorological Society, 2020, 146 (729), pp.1636-1650. ⟨10.1002/qj.3757⟩
Journal articles hal-02895084v1
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Modelling the second wave of COVID-19 infections in France and Italy via a Stochastic SEIR model

Davide Faranda , Tommaso Alberti
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30, pp.111101. ⟨10.1063/5.0015943⟩
Journal articles hal-02668318v3
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An attempt to explain recent trends in European snowfall extremes

Davide Faranda
Weather and Climate Dynamics, 2020, 1, pp.445-458. ⟨10.5194/wcd-1-445-2020⟩
Journal articles hal-02901400v1
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Analyses of the Northern European Summer Heatwave of 2018

Pascal Yiou , Julien Cattiaux , Davide Faranda , Nikolay Kadygrov , Aglaé Jézéquel
Bulletin of the American Meteorological Society, 2020, 101 (1), pp.S35-S40. ⟨10.1175/BAMS-D-19-0170.1⟩
Journal articles hal-02895056v1
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Permutations uniquely identify states and unknown external forces in non-autonomous dynamical systems

Yoshito Hirata , Yuzuru Sato , Davide Faranda
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30, pp.103103. ⟨10.1063/5.0009450⟩
Journal articles hal-02949037v1
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Compound Hot-Dry and Cold-Wet Dynamical Extremes Over the Mediterranean

Paolo de Luca , Gabriele Messori , Davide Faranda , Philip J Ward , Dim Coumou
Earth System Dynamics, 2020, 11 (3), pp.793-805. ⟨10.5194/esd-11-793-2020⟩
Journal articles hal-02901402v1
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Changes in future synoptic circulation patterns: consequences for extreme event attribution

Davide Faranda , Mathieu Vrac , Pascal Yiou , Aglaé Jézéquel , Soulivanh Thao
Geophysical Research Letters, 2020, 47, pp.e2020GL088002. ⟨10.1029/2020GL088002⟩
Journal articles hal-02337890v1
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Asymptotic estimates of SARS-CoV-2 infection counts and their sensitivity to stochastic perturbation

Davide Faranda , Isaac Pérez Castillo , Oliver Hulme , Aglaé Jézéquel , Jeroen Lamb
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30 (5), pp.051107. ⟨10.1063/5.0008834⟩
Journal articles hal-02668288v1
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Sampling hyperspheres via extreme value theory: implications for measuring attractor dimensions

Flavio Maria Emanuele Pons , Gabriele Messori , M Carmen Alvarez-Castro , Davide Faranda
Journal of Statistical Physics, 2020, ⟨10.1007/s10955-020-02573-5⟩
Journal articles hal-01650250v3
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Detecting Regime Transitions of the Nocturnal and Polar Near-Surface Temperature Inversion

Amandine Kaiser , Davide Faranda , Sebastian Krumscheid , Danijel Belušić , Nikki Vercauteren
Journal of the Atmospheric Sciences, 2020, 77 (8), pp.2921-2940. ⟨10.1175/JAS-D-19-0287.1⟩
Journal articles hal-02909915v1
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On the uncertainty of real-time predictions of epidemic growths: A COVID-19 case study for China and Italy

Tommaso Alberti , Davide Faranda
Communications in Nonlinear Science and Numerical Simulation, 2020, 90, pp.105372. ⟨10.1016/j.cnsns.2020.105372⟩
Journal articles hal-02894992v1
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On the Computation of the Extremal Index for Time Series

Th Caby , D. Faranda , Sandro Vaienti , Pascal Yiou
Journal of Statistical Physics, 2020, 179 (5-6), pp.1666-1697. ⟨10.1007/s10955-019-02423-z⟩
Journal articles hal-02450472v1
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Diagnosing concurrent drivers of weather extremes: application to hot and cold days in North America

Davide Faranda , Gabriele Messori , Pascal Yiou
Climate Dynamics, 2020, 54, pp.2187-2201. ⟨10.1007/s00382-019-05106-3⟩
Journal articles hal-02095205v2
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Recurrence Spectra of European Temperature in Historical Climate Simulations

M. Alvarez-Castro , Davide Faranda , Thomas Noel , Pascal Yiou
Atmosphere, 2019, 10 (4), pp.166. ⟨10.3390/atmos10040166⟩
Journal articles hal-02334274v1
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Minimal dynamical systems model of the Northern Hemisphere jet stream via embedding of climate data

Davide Faranda , Yuzuru Sato , Gabriele Messori , Nicholas Moloney , Pascal Yiou
Earth System Dynamics, 2019, 10 (3), pp.555-567. ⟨10.5194/esd-10-555-2019⟩
Journal articles hal-02895042v1
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The hammam effect or how a warm ocean enhances large scale atmospheric predictability

Davide Faranda , M Carmen Alvarez-Castro , Gabriele Messori , David Rodrigues , Pascal Yiou
Nature Communications, 2019, 10, pp.1316. ⟨10.1038/s41467-019-09305-8⟩
Journal articles hal-02334273v1
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Generalized dimensions, large deviations and the distribution of rare events

Theophile Caby , Davide Faranda , Giorgio Mantica , Sandro Vaienti , Pascal Yiou
Physica D: Nonlinear Phenomena, 2019, 400, pp.132143. ⟨10.1016/j.physd.2019.06.009⟩
Journal articles hal-01941189v1
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Scale interactions and anisotropy in stable boundary layers

Nikki Vercauteren , Vyacheslav Boyko , Davide Faranda , Ivana Stiperski
Quarterly Journal of the Royal Meteorological Society, 2019, 145 (722), pp.1799-1813. ⟨10.1002/qj.3524⟩
Journal articles hal-02334272v1
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Attractor dimension of time-averaged climate observables: insights from a low-order ocean-atmosphere model

Davide Faranda , Gabriele Messori , Stéphane Vannitsem
Journal articles hal-01759822v1
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An overview of the extremal index

Nicholas Moloney , Davide Faranda , Yuzuru Sato
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2019, 29 (2), pp.022101. ⟨10.1063/1.5079656⟩
Journal articles hal-02334271v1
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On reversals in 2D turbulent Rayleigh-Bénard convection: insights from embedding theory and comparison with Proper Orthogonal Decomposition analysis

Davide Faranda , Bérengère Podvin , Anne Sergent
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2019, 29 (29), pp.033110. ⟨10.1063/1.5081031⟩
Journal articles hal-01701353v2
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Signatures of the 1976–1977 Regime Shift in the North Pacific Revealed by Statistical Analysis

K. Giamalaki , C. Beaulieu , Davide Faranda , S. A. Henson , S. Josey
Journal of Geophysical Research. Oceans, 2018, 123 (6), pp.4388-4397. ⟨10.1029/2017JC013718⟩
Journal articles hal-02334268v1
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Correlation dimension and phase space contraction via extreme value theory

Davide Faranda , Sandro Vaienti
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2018, 28 (4), pp.041103. ⟨10.1063/1.5027386⟩
Journal articles hal-01768181v1
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Relative timing of precipitation and ocean circulation changes in the western equatorial Atlantic over the last 45 kyr

Claire Waelbroeck , Sylvain Pichat , Evelyn Böhm , Bryan C. Lougheed , Davide Faranda
Climate of the Past, 2018, 14 (9), pp.1315-1330. ⟨10.5194/cp-14-1315-2018⟩
Journal articles hal-02407248v1
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Computation and characterization of local sub-filter-scale energy transfers in atmospheric flows

Davide Faranda , Valerio Lembo , Manasa Iyer , Denis Kuzzay , Sergio Chibbaro
Journal of the Atmospheric Sciences, 2018, ⟨10.1175/JAS-D-17-0114.1⟩
Journal articles hal-01566028v3
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Extreme value theory for synchronization of coupled map lattices

D. Faranda , H. Ghoudi , P. Guiraud , Sandro Vaienti
Nonlinearity, 2018, 31 (7), pp.3326-3358. ⟨10.1088/1361-6544/aabc8e⟩
Journal articles hal-01768182v1
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Dissipation, intermittency, and singularities in incompressible turbulent flows

P. Debue , V. Shukla , D. Kuzzay , D. Faranda , E.-W. Saw
Physical Review E , 2018, 97 (5), pp.053101. ⟨10.1103/PhysRevE.97.053101⟩
Journal articles hal-01871198v1
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Maximum Kolmogorov-Sinai Entropy Versus Minimum Mixing Time in Markov Chains

Martin Mihelich , Bérengère Dubrulle , Didier Paillard , Quentin Kral , Davide Faranda
Journal of Statistical Physics, 2018, 170, pp.62 - 68. ⟨10.1007/s10955-017-1874-z⟩
Journal articles cea-01687782v1
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An Interdisciplinary Approach to the Study of Extreme Weather Events: Large-Scale Atmospheric Controls and Insights from Dynamical Systems Theory and Statistical Mechanics

Gabriele Messori , Rodrigo Caballero , Freddy Bouchet , Davide Faranda , Richard Grotjahn
Bulletin of the American Meteorological Society, 2018, 99 (5), pp.ES81-ES85. ⟨10.1175/BAMS-D-17-0296.1⟩
Journal articles hal-02324731v1
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Atmospheric dynamics leading to West European summer hot temperatures since 1851

M Carmen Alvarez-Castro , Davide Faranda , Pascal Yiou
Complexity, 2018, 2018, pp.2494509. ⟨10.1155/2018/2494509⟩
Journal articles hal-01370975v3
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Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis

David Rodrigues , M Carmen Alvarez-Castro , Gabriele Messori , Pascal Yiou , Yoann Robin
Journal of Climate, 2018, ⟨10.1175/JCLI-D-17-0176.1⟩
Journal articles hal-01504478v2
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Statistical-mechanical approach to study the hydrodynamic stability of the stably stratified atmospheric boundary layer

Guillaume Nevo , Nikki Vercauteren , Amandine Kaiser , Bérengère Dubrulle , Davide Faranda
Physical Review Fluids, 2017, 2 (084603), ⟨10.1103/PhysRevFluids.2.084603⟩
Journal articles hal-01413073v2
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Dynamical proxies of North Atlantic predictability and extremes

Davide Faranda , Gabriele Messori , Pascal Yiou
Scientific Reports, 2017, ⟨10.1038/srep41278⟩
Journal articles hal-01340301v1
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Is Turbulence a State of Maximal Dissipation?

Martin Mihelich , Davide Faranda , Didier Paillard , Bérengère Dubrulle
Journal articles hal-01460706v2

A non-equilibrium Ising model of turbulence

Davide Faranda , Martin Mihelich , Bérengère Dubrulle
Phase Transitions, 2017, 90 (11), pp.1079-1088. ⟨10.1080/01411594.2017.1323083⟩
Journal articles hal-02893842v1
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Chaotic Dynamics of Flags from Recurring Values of Flapping Moment

Emmanuel Virot , Davide Faranda , Xavier Amandolese , Pascal Hemon
International journal of bifurcation and chaos in applied sciences and engineering , 2017, 27 (2), pp.1750020. ⟨10.1142/S0218127417500201⟩
Journal articles hal-02886449v1
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A Dynamical Systems Approach to Studying Mid-Latitude Weather Extremes

Gabriele Messori , Rodrigo Caballero , Davide Faranda
Geophysical Research Letters, 2017, pp.GL0728879. ⟨10.1002/2017GL072879⟩
Journal articles hal-01460728v1
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Dynamical properties and extremes of Northern Hemisphere climate fields over the past 60 years

Davide Faranda , Gabriele Messori , M Carmen Alvarez-Castro , Pascal Yiou
Nonlinear Processes in Geophysics, 2017, 24 (4), pp.713-725. ⟨10.5194/npg-24-713-2017⟩
Journal articles hal-02886524v1
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New method for detecting singularities in experimental incompressible flows

Denis Kuzzay , Ewe-Wei Saw , Fabio J.W.A. Martins , Davide Faranda , Jean-Marc Foucaut
Nonlinearity, 2017, 30 (6), pp.2381-2402. ⟨10.1088/1361-6544/aa6aaf⟩
Journal articles hal-02886490v1
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Stochastic Chaos in a Turbulent Swirling Flow

Davide Faranda , Y Sato , B. Saint-Michel , Cécile Wiertel-Gasquet , Vincent Padilla
Physical Review Letters, 2017, 119 (1), pp.014502. ⟨10.1103/PhysRevLett.119.014502⟩
Journal articles cea-01567893v1
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Extreme Value Theory for Piecewise Contracting Maps with Randomly Applied Stochastic Perturbations

Davide Faranda , Jorge Milhazes Freitas , Pierre Guiraud , Sandro Vaienti
Stochastics and Dynamics, 2016, 16 (3), pp.1660015. ⟨10.1142/S0219493716600157⟩
Journal articles hal-01127758v1
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Experimental characterization of extreme events of inertial dissipation in a turbulent swirling flow

E. -W. Saw , D. Kuzzay , D. Faranda , A. Guittonneau , F. Daviaud
Nature Communications, 2016, 7, pp.12466. ⟨10.1038/ncomms12466⟩
Journal articles cea-01490836v1
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Return times of hot and cold days via recurrences and extreme value theory

Davide Faranda , M Carmen Alvarez-Castro , Pascal Yiou
Climate Dynamics, 2016, 47, pp.3803-3815. ⟨10.1007/s00382-016-3042-6⟩
Journal articles hal-01232444v1
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A wavelet-based approach to detect climate change on the coherent and turbulent component of the atmospheric circulation

Davide Faranda , Dimitri Defrance
Earth System Dynamics, 2016, 7, pp.517 - 523. ⟨10.5194/esd-7-517-2016⟩
Journal articles cea-01493854v1
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Statistical Properties of Random Dynamical Systems with Contracting Direction

Davide Faranda , Jorge Milhazes Freitas , Pierre Guiraud , Sandro Vaienti
Journal of Physics A: Mathematical and Theoretical, 2016, 49 (20), pp.204001. ⟨10.1088/1751-8113/49/20/204001⟩
Journal articles hal-01258390v1
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Global vs local energy dissipation: The energy cycle of the turbulent von Kármán flow

Denis Kuzzay , Davide Faranda , Bérengère Dubrulle
Physics of Fluids, 2015, 27, pp.75105. ⟨10.1063/1.4923750⟩
Journal articles cea-01367140v1

Early warnings indicators of financial crises via auto regressive moving average models

Davide Faranda , Flavio Maria Emanuele Pons , Eugenio Giachino , Sandro Vaienti , Bérengère Dubrulle
Communications in Nonlinear Science and Numerical Simulation, 2015, 29 (1-3), pp.233-239. ⟨10.1016/j.cnsns.2015.05.002⟩
Journal articles hal-01258385v1
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The switching between zonal and blocked mid-latitude atmospheric circulation: a dynamical system perspective

Davide Faranda , Giacomo Masato , Nicholas Moloney , Yuzuru Sato , François Daviaud
Climate Dynamics, 2015, 2015 (6), pp.2921. ⟨10.1007/s00382-015-2921-6⟩
Journal articles hal-01136648v2
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Sampling local properties of attractors via Extreme Value Theory

Davide Faranda , Jorge Milhazes Freitas , Pierre Guiraud , Sandro Vaienti
Chaos, Solitons & Fractals, 2015, Extreme Events and its Applications, 74, pp.55-66. ⟨10.1016/j.chaos.2015.01.016⟩
Journal articles hal-01126747v1
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Statistical optimization for passive scalar transport: maximum entropy production versus maximum Kolmogorov–Sinai entropy

M. Mihelich , D. Faranda , Bérengère Dubrulle , D. Paillard
Nonlinear Processes in Geophysics, 2015, 22, pp.187 - 196. ⟨10.5194/npg-22-187-2015⟩
Journal articles cea-01490845v1
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Probing turbulence intermittency via autoregressive moving-average models

Davide Faranda , Bérengère Dubrulle , François Daviaud , Flavio Maria , Emanuele Pons
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2014, 90, pp.061001(R). ⟨10.1103/PhysRevE.90.061001⟩
Journal articles cea-01370472v1
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Statistical early-warning indicators based on autoregressive moving-average models

Davide Faranda , Bérengère Dubrulle , Flavio Maria Emanuele Pons
Journal of Physics A: Mathematical and Theoretical, 2014, 47, pp.252001. ⟨10.1088/1751-8113⟩
Journal articles cea-01383485v1
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Mixing properties in the advection of passive tracers via recurrences and extreme value theory

Davide Faranda , Xavier Leoncini , Sandro Vaienti
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, 2014, 90, pp.019902. ⟨10.1103/PhysRevE.89.052901⟩
Journal articles hal-01126730v1
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Robust estimate of dynamo thresholds in the von Kármán sodium experiment using the extreme value theory

Davide Faranda , Mickaël Bourgoin , Sophie Miralles , Philippe Odier , Jean-François Pinton
New Journal of Physics, 2014, 16, pp.083001. ⟨10.1088/1367-2630/16/8/083001⟩
Journal articles hal-01079009v1
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Modelling and analysis of turbulent datasets using Auto Regressive Moving Average processes

Davide Faranda , Flavio Maria , Emanuele Pons , François Daviaud , Brice Saint-Michel
Physics of Fluids, 2014, 26, pp.105101. ⟨10.1063/1.4896637⟩
Journal articles cea-01370486v1
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Towards a General Theory of Extremes for Observables of Chaotic Dynamical Systems

Valerio Lucarini , Davide Faranda , Jeroen Wouters , Tobias Kuna
Journal of Statistical Physics, 2014, 154 (3), pp.723 - 750. ⟨10.1007/s10955-013-0914-6⟩
Journal articles cea-01384238v1

On using extreme values to detect global stability thresholds in multi-stable systems: The case of transitional plane Couette flow

Davide Faranda , Valerio Lucarini , Paul Manneville , Jeroen Wouters
Chaos, Solitons & Fractals, 2014, 64 (july), pp.26-35. ⟨10.1016/j.chaos.2014.01.008⟩
Journal articles hal-01048577v1

Extreme value laws for dynamical systems under observational noise

Davide Faranda , Sandro Vaienti
Physica D: Nonlinear Phenomena, 2014, 280-281, pp.86-94. ⟨10.1016/j.physd.2014.04.011⟩
Journal articles hal-01126706v1

Extreme Value Statistics for Dynamical Systems with Noise

Davide Faranda , Jorge Milhazes Freitas , Valerio Lucarini , Giorgio Turchetti , S. Vaienti
Nonlinearity, 2013, 26 (9), pp.2597-2622. ⟨10.1088/0951-7715/26/9/2597⟩
Journal articles hal-01126656v1
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A recurrence-based technique for detecting genuine extremes in instrumental temperature records

Davide Faranda , Sandro Vaienti
Geophysical Research Letters, 2013, 40 (21), pp.5782-5786. ⟨10.1002/2013GL057811⟩
Journal articles hal-01126695v1

Generalized Extreme Value distribution parameters as dynamical indicators of Stability

Davide Faranda , Valerio Lucarini , Giorgio Turchetti , Sandro Vaienti
International journal of bifurcation and chaos in applied sciences and engineering , 2012, 22, pp.1250276. ⟨10.1142/S0218127412502768⟩
Journal articles hal-00975712v1
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Relevance of sampling schemes in light of Ruelle's linear response theory

Valerio Lucarini , Tobias Kuna , Jeroen Wouters , Davide Faranda
Nonlinearity, 2012, 25 (5), pp.1311-1327. ⟨10.1088/0951-7715/25/5/1311⟩
Journal articles hal-02886326v1
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Analysis of Round Off Errors with Reversibility test as a dynamical indicator

Davide Faranda , Martin Federico Mestre , Giorgio Turchetti
International journal of bifurcation and chaos in applied sciences and engineering , 2012, 22 (09), pp.1250215. ⟨10.1142/S021812741250215X⟩
Journal articles hal-02886318v1

Extreme value theory for singular measures

Davide Faranda , Valerio Lucarini , Giorgio Turchetti , Sandro Vaienti
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2012, 22 (2), pp.023135. ⟨10.1063/1.4718935⟩
Journal articles hal-00975713v1
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Bistable systems with stochastic noise: virtues and limits of effective one-dimensional Langevin equations

Valerio Lucarini , Davide Faranda , Matteo Willeit
Nonlinear Processes in Geophysics, 2012, 19 (1), pp.9-22. ⟨10.5194/npg-19-9-2012⟩
Journal articles hal-02886139v1
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Universal Behaviour of Extreme Value Statistics for Selected Observables of Dynamical Systems

Valerio Lucarini , Davide Faranda , Jeroen Wouters
Journal of Statistical Physics, 2012, 147 (1), pp.63-73. ⟨10.1007/s10955-012-0468-z⟩
Journal articles hal-02886320v1
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Numerical convergence of the block-maxima approach to the Generalized Extreme Value distribution

Davide Faranda , Valerio Lucarini , Giorgio Turchetti , Sandro Vaienti
Journal of Statistical Physics, 2011, 145 (5), pp.1156-1180. ⟨10.1007/s10955-011-0234-7⟩
Journal articles hal-00975709v1
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Extremes and Recurrence in Dynamical Systems

Valerio Lucarini , Davide Faranda , Ana Cristina Moreira Freitas , Jorge Milhazes Freitas , Holland Mark
Wiley Interscience, 2016, Pure and Applied Mathematics: A Wiley Series of Texts, Monographs and Tracts, 9781118632192
Books hal-02886423v1
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Applications of extreme value theory for dynamical systems to the analysis of blood pressure data.

Davide Faranda
Christos H. Skiadas Charilaos Skiadas. Handbook of Applications of Chaos Theory, 2016
Book sections hal-02886397v1
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Physique-Statistique Des Événements Extrêmes Géophysiques

Davide Faranda
Dynamique Chaotique [nlin.CD]. Université de Versailles Saint-Quentin-en-Yvelines, 2020
Habilitation à diriger des recherches tel-03009070v1