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Veronika Eyring

institut für physik der atmosphäre

71H-index
454Paper Count
4.2WCitation Count
Published Papers 57
Publication Date
Bridging the weather and climate divide with artificial intelligence
err2026-08-18
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errOAAI
errGustau Camps-Valls; Alberto Carrassi; Francisco de Melo Viríssimo; Kevin Debeire; Miguel-Ángel Fernández-Torres; Philipp Hess; Helge Heuer; Nathan Mankovich; David Montero; Esther Rodrigo-Bonet; Federico Serva; Vasileios Sitokonstantinou; Alistair White; Kai-Hendrik Cohrs; Jonathan Wider; Christian Reimers; Nikolaos Ioannis Bountos; Ioannis Papoutsis; Pierre Gentine; Veronika Eyring
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Beyond the Training Data: Confidence-Guided Mixing of Parameterizations in a Hybrid AI-Climate Model
err2026-05-21
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errOAAI
errHelge Heuer; Tom Beucler; Mierk Schwabe; Julien Savre; Manuel Schlund; Veronika Eyring
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Representing subgrid-scale cloud effects in a radiation parameterization using machine learning: MLe-radiation v1.0
err2026-05-13
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errOAAI
errKatharina Hafner; Sara Shamekh; Guillaume Bertoli; Axel Lauer; Robert Pincus; Julien Savre; Veronika Eyring
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The Scenario Model Intercomparison Project for CMIP7 (ScenarioMIP-CMIP7)
err2026-04-07
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errOAAI
errDetlef P. Van Vuuren; Brian C. O'Neill; Claudia Tebaldi; Benjamin M. Sanderson; Louise P. Chini; Pierre Friedlingstein; Tomoko Hasegawa; Keywan Riahi; Bala Govindasamy; Nico Bauer; Veronika Eyring; Cheikh M. N. Fall; Katja Frieler; Matthew J. Gidden; Laila K. Gohar; Annika Högner; Andrew D. Jones; Jarmo Kikstra; Andrew King; Reto Knutti; Elmar Kriegler; Peter Lawrence; Chris Lennard; Jason Lowe; Camilla Mathison; Shahbaz Mehmood; Zebedee Nicholls; Luciana F. Prado; Qiang Zhang; Steven K. Rose; Alex C. Ruane; Marit Sandstad; Carl-Friedrich Schleussner; Roland Seferian; Jana Sillmann; Chris Smith; Anna A. Sörensson; Swapna Panickal; Kaoru Tachiiri; Naomi Vaughan; Saritha S. Vishwanathan; Tokuta Yokohata; Marco Zecchetto; Tilo Ziehn
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Constraining uncertainty in projected precipitation over land with causal discovery
err2025-04-24
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errOAAI
errDebeire, Kevin; Bock, Lisa; Nowack, Peer; Runge, Jakob; Eyring, Veronika
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Transferring climate change physical knowledge
err2025-04-08
err1
errOAAI
errImmorlano, Francesco; Eyring, Veronika; de Gouville, Thomas le Monnier; Accarino, Gabriele; Elia, Donatello; Mandt, Stephan; Aloisio, Giovanni; Gentine, Pierre
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Representation of the terrestrial carbon cycle in CMIP6
err2024-11-28
err1
errOAAI
errGier, Bettina K.; Schlund, Manuel; Friedlingstein, Pierre; Jones, Chris D.; Jones, Colin; Zaehle, Soenke; Eyring, Veronika
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The need for carbon-emissions-driven climate projections in CMIP7
err2024-11-19
err8
errOAAI
errSanderson, Benjamin M.; Booth, Ben B. B.; Dunne, John; Eyring, Veronika; Fisher, Rosie A.; Friedlingstein, Pierre; Gidden, Matthew J.; Hajima, Tomohiro; Jones, Chris D.; Jones, Colin G.; King, Andrew; Koven, Charles D.; Lawrence, David M.; Lowe, Jason; Mengis, Nadine; Peters, Glen P.; Rogelj, Joeri; Smith, Chris; Snyder, Abigail C.; Simpson, Isla R.; Swann, Abigail L. S.; Tebaldi, Claudia; Ilyina, Tatiana; Schleussner, Carl-Friedrich; Seferian, Roland; Samset, Bjorn H.; van Vuuren, Detlef; Zaehle, Soenke
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Bringing it all together: science priorities for improved understanding of Earth system change and to support international climate policy
err2024-10-18
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errOAAI
errJones, Colin G.; Adloff, Fanny; Booth, Ben B. B.; Cox, Peter M.; Eyring, Veronika; Friedlingstein, Pierre; Frieler, Katja; Hewitt, Helene T.; Jeffery, Hazel A.; Joussaume, Sylvie; Koenigk, Torben; Lawrence, Bryan N.; O'Rourke, Eleanor; Roberts, Malcolm J.; Sanderson, Benjamin M.; Seferian, Roland; Somot, Samuel; Vidale, Pier Luigi; van Vuuren, Detlef; Acosta, Mario; Bentsen, Mats; Bernardello, Raffaele; Betts, Richard; Blockley, Ed; Boe, Julien; Bracegirdle, Tom; Braconnot, Pascale; Brovkin, Victor; Buontempo, Carlo; Doblas-Reyes, Francisco; Donat, Markus; Epicoco, Italo; Falloon, Pete; Fiore, Sandro; Frolicher, Thomas; Fuckar, Neven S.; Gidden, Matthew J.; Goessling, Helge F.; Graversen, Rune Grand; Gualdi, Silvio; Gutierrez, Jose M.; Ilyina, Tatiana; Jacob, Daniela; Jones, Chris D.; Juckes, Martin; Kendon, Elizabeth; Kjellstrom, Erik; Knutti, Reto; Lowe, Jason; Mizielinski, Matthew; Nassisi, Paola; Obersteiner, Michael; Regnier, Pierre; Roehrig, Romain; Salas y Melia, David; Schleussner, Carl-Friedrich; Schulz, Michael; Scoccimarro, Enrico; Terray, Laurent; Thiemann, Hannes; Wood, Richard A.; Yang, Shuting; Zaehle, Soenke
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AI-empowered next-generation multiscale climate modelling for mitigation and adaptation
err2024-09-25
err7
PREAI
errEyring, Veronika; Gentine, Pierre; Camps-Valls, Gustau; Lawrence, David M.; Reichstein, Markus
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Pushing the frontiers in climate modelling and analysis with machine learning
err2024-08-23
err5
PREAI
errEyring, Veronika; Collins, William D.; Gentine, Pierre; Barnes, Elizabeth A.; Barreiro, Marcelo; Beucler, Tom; Bocquet, Marc; Bretherton, Christopher S.; Christensen, Hannah M.; Dagon, Katherine; Gagne, David John; Hall, David; Hammerling, Dorit; Hoyer, Stephan; Iglesias-Suarez, Fernando; Lopez-Gomez, Ignacio; Mcgraw, Marie C.; Meehl, Gerald A.; Molina, Maria J.; Monteleoni, Claire; Mueller, Juliane; Pritchard, Michael S.; Rolnick, David; Runge, Jakob; Stier, Philip; Watt-Meyer, Oliver; Weigel, Katja; Yu, Rose; Zanna, Laure
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Characterizing clouds with the CCClim dataset, a machine learning cloud class climatology
err2024-06-27
err0
errOAAI
errKaps, Arndt; Lauer, Axel; Kazeroni, Remi; Stengel, Martin; Eyring, Veronika
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Changing effects of external forcing on Atlantic-Pacific interactions
err2024-06-11
err0
errOAAI
errKarmouche, Soufiane; Galytska, Evgenia; Meehl, Gerald A.; Runge, Jakob; Weigel, Katja; Eyring, Veronika
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Earth Virtualization Engines (EVE)
err2024-04-30
err8
errOAAI
errStevens, Bjorn; Adami, Stefan; Ali, Tariq; Anzt, Hartwig; Aslan, Zafer; Attinger, Sabine; Back, Jaana; Baehr, Johanna; Bauer, Peter; Bernier, Natacha; Bishop, Bob; Bockelmann, Hendryk; Bony, Sandrine; Brasseur, Guy; Bresch, David N.; Breyer, Sean; Brunet, Gilbert; Buttigieg, Pier Luigi; Cao, Junji; Castet, Christelle; Cheng, Yafang; Choudhury, Ayantika Dey; Coen, Deborah; Crewell, Susanne; Dabholkar, Atish; Dai, Qing; Doblas-Reyes, Francisco; Durran, Dale; El Gaidi, Ayoub; Ewen, Charlie; Exarchou, Eleftheria; Eyring, Veronika; Falkinhoff, Florencia; Farrell, David; Forster, PiersM.; Frassoni, Ariane; Frauen, Claudia; Fuhrer, Oliver; Gani, Shahzad; Gerber, Edwin; Goldfarb, Debra; Grieger, Jens; Gruber, Nicolas; Hazeleger, Wilco; Herken, Rolf; Hewitt, Chris; Hoefler, Torsten; Hsu, Huang-Hsiung; Jacob, Daniela; Jahn, Alexandra; Jakob, Christian; Jung, Thomas; Kadow, Christopher; Kang, In-Sik; Kang, Sarah; Kashinath, Karthik; Kleinen-von Koenigsloew, Katharina; Klocke, Daniel; Kloenne, Uta; Klower, Milan; Kodama, Chihiro; Kollet, Stefan; Koelling, Tobias; Kontkanen, Jenni; Kopp, Steve; Koran, Michal; Kulmala, Markku; Lappalainen, Hanna; Latifi, Fakhria; Lawrence, Bryan; Lee, June Yi; Lejeun, Quentin; Lessig, Christian; Li, Chao; Lippert, Thomas; Luterbacher, Jurg; Manninen, Pekka; Marotzke, Jochem; Matsouoka, Satoshi; Merchant, Charlotte; Messmer, Peter; Michel, Gero; Michielsen, Kristel; Miyakawa, Tomoki; Mueller, Jens; Munir, Ramsha; Narayanasetti, Sandeep; Ndiaye, Ousmane; Nobre, Carlos; Oberg, Achim; Oki, Riko; Ozkan-Haller, Tuba; Palmer, Tim; Posey, Stan; Prein, Andreas; Primus, Odessa; Pritchard, Mike; Pullen, Julie; Putrasahan, Dian; Quaas, Johannes; Raghavan, Krishnan; Ramaswamy, Venkatachalam; Rapp, Markus; Rauser, Florian; Reichstein, Markus; Revi, Aromar; Saluja, Sonakshi; Satoh, Masaki; Schemann, Vera; Schemm, Sebastian; Poberaj, Christina Schnadt; Schulthess, Thomas; Senior, Cath; Shukla, Jagadish; Singh, Manmeet; Slingo, Julia; Sobel, Adam; Solman, Silvina; Spitzer, Jenna; Stier, Philip; Stocker, Thomas; Strock, Sarah; Su, Hang; Taalas, Petteri; Taylor, John; Tegtmeier, Susann; Teutsch, Georg; Tompkins, Adrian; Ulbrich, Uwe; Vidale, Pier-Luigi; Wu, Chien-Ming; Xu, Hao; Zaki, Najibullah; Zanna, Laure; Zhou, Tianjun; Ziemen, Florian
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Causally-Informed Deep Learning to Improve Climate Models and Projections
err2024-02-19
err8
errOAAI
errIglesias-Suarez, Fernando; Gentine, Pierre; Solino-Fernandez, Breixo; Beucler, Tom; Pritchard, Michael; Runge, Jakob; Eyring, Veronika
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Detecting Extreme Temperature Events Using Gaussian Mixture Models
err2023-09-22
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errOAAI
errPacal, Aytac; Hassler, Birgit; Weigel, Katja; Kurnaz, M. Levent; Wehner, Michael F.; Eyring, Veronika
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Evaluating Causal Arctic-Midlatitude Teleconnections in CMIP6
err2023-09-09
err10
errOAAI
errGalytska, Evgenia; Weigel, Katja; Handorf, Doerthe; Jaiser, Ralf; Koehler, Raphael; Runge, Jakob; Eyring, Veronika
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Regime-oriented causal model evaluation of Atlantic-Pacific teleconnections in CMIP6
err2023-03-21
err8
errOAAI
errKarmouche, Soufiane; Galytska, Evgenia; Runge, Jakob; Meehl, Gerald A.; Phillips, Adam S.; Weigel, Katja; Eyring, Veronika
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Evaluation of native Earth system model output with ESMValTool v2.6.0
err2023-01-11
err4
errOAAI
errSchlund, Manuel; Hassler, Birgit; Lauer, Axel; Andela, Bouwe; Joeckel, Patrick; Kazeroni, Remi; Tomas, Saskia Loosveldt; Medeiros, Brian; Predoi, Valeriu; Senesi, Stephane; Servonnat, Jerome; Stacke, Tobias; Vegas-Regidor, Javier; Zimmermann, Klaus; Eyring, Veronika
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Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation
err2023-01-01
err4
errOAAI
errKaps, Arndt; Lauer, Axel; Camps-Valls, Gustau; Gentine, Pierre; Gomez-Chova, Luis; Eyring, Veronika
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