Topological data analysis and machine learning for recognizing atmospheric river patterns in large climate datasets by G. Muszynski, G. Muszynski, K. Kashinath, V. Kurlin, M. Wehner, M. Wehner, Prabhat

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Skill and independence weighting for multi-model assessments by B. M. Sanderson, M. Wehner, R. Knutti, R. Knutti

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Changes in extremely hot days under stabilized 1.5 and 2.0 °C global warming scenarios as simulated by the HAPPI multi-model ensemble by M. Wehner, D. Stone, D. Mitchell, H. Shiogama, E. Fischer, L. S. Graff, V. V. Kharin, L. Lierhammer, B. Sanderson, H. Krishnan

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On the attribution of the impacts of extreme weather events to anthropogenic climate change by S E Perkins-Kirkpatrick, D A Stone, D M Mitchell, S Rosier, A D King, Y T E Lo, J Pastor-Paz, D Frame, M Wehner

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Community climate simulations to assess avoided impacts in 1.5 and 2  °C futures by B. M. Sanderson, Y. Xu, C. Tebaldi, M. Wehner, B. O'Neill, A. Jahn, A. G. Pendergrass, F. Lehner, W. G. Strand, L. Lin, R. Knutti, R. Knutti, J. F. Lamarque

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ClimateNet: an expert-labeled open dataset and deep learning architecture for enabling high-precision analyses of extreme weather by Prabhat, Prabhat, K. Kashinath, M. Mudigonda, S. Kim, L. Kapp-Schwoerer, A. Graubner, E. Karaismailoglu, L. von Kleist, T. Kurth, A. Greiner, A. Mahesh, A. Mahesh, K. Yang, C. Lewis, J. Chen, A. Lou, S. Chandran, B. Toms, W. Chapman, K. Dagon, C. A. Shields, T. O'Brien, T. O'Brien, M. Wehner, W. Collins, W. Collins

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Half a degree additional warming, prognosis and projected impacts (HAPPI): background and experimental design by D. Mitchell, K. AchutaRao, M. Allen, I. Bethke, U. Beyerle, A. Ciavarella, P. M. Forster, J. Fuglestvedt, N. Gillett, K. Haustein, W. Ingram, T. Iversen, V. Kharin, N. Klingaman, N. Massey, E. Fischer, C.-F. Schleussner, J. Scinocca, Ø. Seland, H. Shiogama, E. Shuckburgh, S. Sparrow, D. Stone, P. Uhe, D. Wallom, M. Wehner, R. Zaaboul

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Atmospheric River Tracking Method Intercomparison Project (ARTMIP): project goals and experimental design by C. A. Shields, J. J. Rutz, L.-Y. Leung, F. M. Ralph, M. Wehner, B. Kawzenuk, J. M. Lora, E. McClenny, T. Osborne, A. E. Payne, P. Ullrich, A. Gershunov, N. Goldenson, B. Guan, Y. Qian, A. M. Ramos, C. Sarangi, S. Sellars, I. Gorodetskaya, K. Kashinath, V. Kurlin, K. Mahoney, G. Muszynski, G. Muszynski, R. Pierce, A. C. Subramanian, R. Tome, D. Waliser, D. Walton, G. Wick, A. Wilson, D. Lavers, Prabhat, A. Collow, H. Krishnan, G. Magnusdottir, P. Nguyen

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Rapid attribution analysis of the extraordinary heat wave on the Pacific coast of the US and Canada in June 2021 by S. Y. Philip, S. F. Kew, G. J. van Oldenborgh, G. J. van Oldenborgh, F. S. Anslow, S. I. Seneviratne, R. Vautard, D. Coumou, D. Coumou, K. L. Ebi, J. Arrighi, J. Arrighi, J. Arrighi, R. Singh, M. van Aalst, M. van Aalst, M. van Aalst, C. Pereira Marghidan, M. Wehner, W. Yang, S. Li, D. L. Schumacher, M. Hauser, R. Bonnet, L. N. Luu, F. Lehner, F. Lehner, N. Gillett, J. S. Tradowsky, J. S. Tradowsky, G. A. Vecchi, G. A. Vecchi, C. Rodell, R. B. Stull, R. Howard, F. E. L. Otto

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