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Статьи по коду 551.5
133 публикаций
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A Hybrid LSTM--Vision Transformer Architecture for Predicting HRRR Forecast Errors
David Aaron Evans, Jay C. Rothenberger, Kara J. Sulia, Nick P. Bassill, Chris D. Thorncroft
· 2026
AIFS-DOP: End-to-End Medium-Range Weather Prediction from Observations Alone with Machine Learning
Ewan Pinnington, Peter Lean, Mihai Alexe, Eulalie Boucher, Simon Lang, Patrick Laloyaux, Gert Mertes, Tomas Kral, Patricia de Rosnay, Matthew Chantry, Anthony McNally
· 2026
Optimal scenario design for climate emulation
Christopher B. Womack, Shahine Bouabid, Andrei Sokolov, Popat Salunke, Glenn Flierl, Sebastian D. Eastham, Noelle E. Selin
· 2026
Kling-Gupta linear regression
Hristos Tyralis, Georgia Papacharalampous
· 2026
Exascale Hybrid Numerical-AI Ensembles for Operational Flood-Season Forecasting in East Asia: 15-km Decadal Hindcasts and 1-km High-Resolution Capability
Mengxuan Chen, Yunpu Xu, Qiuyan Sun, Han Zhang, Jiayi Lai, Zheng Zhou, Juepeng Zheng, Hongsong Meng, Nan Wei, Jinxiao Zhang, Xiongchuan Tan, Haodong Bian, Yinan Cai, Ge Yang, Fang Wang, Yunyun Liu, Conghui He, Runmin Dong, Lanning Wang, Yutong Lu, Yongjiu Dai, Haohuan Fu
· 2026
Samudra 2: Scaling Ocean Emulators across Resolutions
Yuan Yuan, Jesse Rusak, Alexander Merose, Adam Subel, Pavel Perezhogin, Alistair Adcroft, Carlos Fernandez-Granda, Laure Zanna
· 2026
TianJi-Environ: An Autonomous AI Scientist for Atmospheric Environmental Research
Haoluo Zhao, Hongchun Zhang, Nan Li, Jing-Jia Luo, Kaikai Zhang, Mengyang Yu, Nan Chen, Tao Song, Fan Meng
· 2026
Disentangling the effects of sea surface temperature and CO$_2$ in global machine learned weather-climate emulators
Spencer K. Clark, Troy Arcomano, James P. C. Duncan, Brian Henn, Anna Kwa, Jeremy McGibbon, W. Andre Perkins, Elynn Wu, Lucas M. Harris, Oliver Watt-Meyer, Christopher S. Bretherton
· 2026
Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts
Fanny Lehmann, Firat Ozdemir, Yun Cheng, Torsten Hoefler, Sebastian Schemm, Benedikt Soja, Siddhartha Mishra
· 2026
Scalable Deep Learning Framework for Global High-Resolution Land Use Reconstruction
Amirpasha Mozaffari, Marina Castaño, Stefano Materia, Etienne Tourigny, Oscar Molina-Sedano, Jordi Varela-Agrelo, Dario Garcia-Gasulla, Miguel Castrillo Melguizo, Mario Acosta, Amanda Duarte
· 2026
An Ocean Model Ported by a Large Language Model: Experience and Lessons from FESOM2 (Fortran to C to C++/Kokkos)
Nikolay V. Koldunov, Suvarchal K. Cheedela, Sergey Danilov, Dmitry Sidorenko, Sebastian Beyer, Thomas Jung
· 2026
Urban Heat MiniCubes: An AI-Ready dataset for urban heat research
Jonathan Starfeldt, Maria J. Molina, Alexander Kerr, Adam Yang, Thomas R. H. Holmes, Christopher R. Hain
· 2026
AI4Land: Scalable Deep Learning for Global High-Resolution Land Use Reconstruction
Amirpasha Mozaffari, Marina Castaño, Stefano Materia, Etienne Tourigny, Oscar Molina-Sedano, Jordi Varela-Agrelo, Dario Garcia-Gasulla, Miguel Castrillo Melguizo, Mario Acosta, Amanda Duarte
· 2026
The TEAMx Observational Campaign
Manuela Lehner, Claudia Acquistapace, Marco Arpagaus, Timothy P. Banyard, Francesco Barbano, Kathrin Baumann-Stanzer, Christophe Brun, Warren R. L. Cairns, Charles Chemel, Helen E. Dacre, Paolo di Girolamo, Luca di Liberto, Giorgio Doglioni, Philipp Gasch, Giacomo Gerosa, Lorenzo Giovannini, Sonja Gisinger, Alexander Gohm, Jan Handwerker, Neil P. Hindley, Stefan Kneifel, Peter Knippertz, Martin Kohler, Meinolf Kossmann, Stephen Mobbs, Andrew Orr, Andreas Platis, Ian Renfrew, Didier Ricard, Andre
· 2026
Probabilistic storyline attribution using machine learning
Frieder Loer, Maybritt Schillinger, Sebastian Sippel
· 2026
Kling-Gupta linear regression
Hristos Tyralis, Georgia Papacharalampous
· 2026
PhysMetrics.Weather: An Evaluation Framework for Physical Consistency in ML Weather Models
Emma Kasteleyn, Timo Maier, Axel Lauer, Veronika Eyring, Pierre Gentine, Ana Lucic
· 2026
Directional effects on urban-canopy drag
Jingzi Huang, Omduth Coceal, Marco Placidi, Zheng-Tong Xie, Maarten van Reeuwijk
· 2026
Emerging Amines reshape the paradigm of urban atmospheric particle formation
Yongjian Lian, Xurong Bai, Ruoying Yuan, Wenli Xu, Hongjun Mao, Jianfei Peng, Shuai Jiang
· 2026
Seeing Inside the Storm: Improving Nowcasting by Integrating Meteorological Drivers
Minghui Qiu, Jun Chen, Lin Chen, Weifeng Chen, Shuxin Zhong, Zhidan Liu, Yu Zhang, Kaishun Wu
· 2026
Hybrid Quantum-Classical Corrective Diffusion Modeling for Meteorological Downscaling
Rui Wang, Edoardo Pasetto, Amer Delilbasic, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
· 2026
Leveraging MTG-FCI fire observations for event-based fire behavior monitoring from near-real-time operation to seasonal analysis
Ronan Paugam, Jean-Baptiste Filippi, Akli Benali, Jorge Gomes, Weidong Xu, Emanuel Dutra, Francois Andre, Damien Boulanger, Vianney Retornard, Andrea Meraner, Julia Harvie, Victor Penot, Cyrielle Denjean
· 2026
Density and sea level changes weaken the Atlantic Overturning: mechanistic insights from ocean bottom pressure
Qianjiang Xing, Shane Elipot, William E. Johns, Bablu Sinha, Jules Kajtar, Adam T. Blaker, Tillys Petit, Ben I. Moat, David A. Smeed
· 2026
Emerging Amines reshape the paradigm of urban atmospheric particle formation
Yongjian Lian, Xurong Bai, Ruoying Yuan, Wenli Xu, Hongjun Mao, Jianfei Peng, Shuai Jiang
· 2026
AirCast-SR: A Foundation Model for Kilometer-Scale Atmospheric Super-Resolution via Latent Consistency Diffusion
Somnath Luitel, Manmeet Singh, Joshua Durkee, Abdullah Al Fahad, Naveen Sudharsan, Prabhjot Singh, Cenlin He, Harsh Kamath, Zong-Liang Yang, Krishnagopal Halder, Sandeep Juneja, Parthasarathi Mukhopadhyay, Saptarishi Dhanuka, Amit Kumar Srivastava
· 2026
amerta: A Python Library for Idealized 1D Saint--Venant Dam-Break Simulation
Dasapta E. Irawan, Sandy H. S. Herho, Iwan P. Anwar, Faruq Khadami, Astyka Pamumpuni, Rendy D. Kartiko, Edi Riawan, Rusmawan Suwarman, Deny J. Puradimaja
· 2026
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting
Daniel Holmberg, Joel Oskarsson, Erik Wikingsson, Fredrik Lindsten, Teemu Roos
· 2026
An IMEX-DG solver with non-conforming mesh refinement for atmospheric dynamics with rotation
Letizia Bottani, Tommaso Benacchio, Giuseppe Orlando, Luca Bonaventura, Allan Peter Engsig-Karup
· 2026
Evaluating Skill and Stability of ArchesWeather and ArchesWeatherGen under Multi-Decadal Climate Simulations
Renu Singh, Robert Brunstein, Antonia Jost, Thomas Rackow, Claire Monteleoni, Yana Hasson, Christian Lessig, Guillaume Couairon
· 2026
Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts
Fanny Lehmann, Firat Ozdemir, Yun Cheng, Torsten Hoefler, Sebastian Schemm, Benedikt Soja, Siddhartha Mishra
· 2026
Acidification of Water by CO2
W. A. van Wijngaarden, P. Ridd, M. Cornell, W. Happer
· 2026
The physics of AI weather models
George Craig, Tobias Selz, Matthias Beylich, Kirsten I. Tempest
· 2026
Atmosphere as a steam engine
Anastassia Makarieva, Andrei Nefiodov
· 2026
Plume Segmentation from MethaneSAT with Cross-Sensor Transfer Learning and Physics-Informed Postprocessing
Manuel Pérez-Carrasco, Maya Nasr, Zhan Zhang, Apisada Chulakadabba, Javier Roger, Raia Ottenheimer, Sébastien Roche, Maryann Sargent, Chris Chan Miller, Daniel Varon, Jack Warren, Luis Guanter, Kang Sun, Jonathan Franklin, Jia Chen, Cecilia Garraffo, Xiong Liu, Ritesh Gautam, Steven Wofsy
· 2026
Emergent conservation in atmospheric chemical mechanisms
Beatriz Lucia G. Rodriguez, Patrick Obin Sturm, Daniel Getter, Sam J. Silva
· 2026
Skillful high-resolution weather forecasting independent of physical models
Pengcheng Zhao, Siqi Xiang, Weixin Jin, Zekun Ni, Jiang Bian, Zuliang Fang, Hongyu Sun, Bin Zhang, Richard E. Turner, Jonathan Weyn, Haiyu Dong, Kit Thambiratnam, Qi Zhang
· 2026
Data-driven analysis of metastability in a stochastic bistable system
Ankan Banerjee, Manuel Santos Gutierrez, John Moroney, Valerio Lucarini
· 2026
Water vapor buoyancy and the African easterly jet
Heng Quan, Da Yang, William Boos, Tiffany Shaw, Huazhi Ge, Yaoxuan Zeng, Carly KleinStern
· 2026
AIMIP Phase 1: systematic evaluations of AI weather and climate models
Brian Henn, Christopher S. Bretherton, Nikolay Koldunov, Christian Lessig, Maria J. Molina, Troy Arcomano, Oliver Watt-Meyer, Guillaume Couairon, Renu Singh, Robert Brunstein, Yana Hasson, Antonia Jost, Noah Brenowitz, Peter Manshausen, Nathaniel Cresswell-Clay, Dale Durran, Kyle Joseph Chen Hall, Janni Yuval, Dmitrii Kochkov, Stephan Hoyer, Ignacio Lopez-Gomez
· 2026
SwAIther-Precip: Lead-Time-Aware Bias Correction Enables Kilometer-Scale Downscaling of Global AI Precipitation Forecasts over Switzerland
Dan Assouline, Erwan Koch, Federico Amato, Filippo Quarenghi, Daniele Nerini, Thibaut Loiseau, Kyle van de Langemheen, Tom Beucler
· 2026
State-resolved multimodal contributions to stratospheric polar vortex predictability
Shuo Yang, Dan Zhao, Tingting Xue, Chunhua Zeng, Yongwen Zhang, Xiaosong Chen
· 2026
Blending machine learning and physics-based approaches for weather and climate: a typology
Benjamin J Shipway, Caroline Bain, David Walters, Ben B. B. Booth, Ian Boutle, Robin T. Clark, Katherine L. Hill, Elizabeth Kendon, Simon B. Vosper
· 2026
Global kilometre-scale tropical cyclone inner-core vector winds from sparse scalar CYGNSS observations
Xinhai Han, Xiaohui Li, Jingsong Yang, Zeyi Niu, Guoqi Han, Jiuke Wang, Wei Huang, Yunxia Zheng, Hanyue Ni, Yiqi Wang, Wei Tao, Lotfi Aouf, Shaoliang Peng, Dake Chen
· 2026
Representing the Surface Ocean in ECMWF's data-driven forecasting system AIFS
Sara Hahner, Lorenzo Zampieri, Jean-Raymond Bidlot, Philip Browne, Matthew Chantry, Mariana C. A. Clare, Harrison Cook, Peter Dueben, Rachel Furner, Sarah Keeley, Josh Kousal, Simon Lang, Christian Lessig, Gert Mertes, Kristian Mogensen, Gabriel Moldovan, Charles Pelletier, Florian Pinault, Ana Prieto Nemesio, Baudouin Raoult, Irina Sandu, Mario Santa Cruz, Jakob Schloer, Steffen Tietsche, Hao Zuo
· 2026
M-CaStLe: Uncovering Local Causal Structures in Multivariate Space-Time Gridded Data
J. Jake Nichol, Michael Weylandt, G. Matthew Fricke, Jhayron Perez-Carrasquilla, Melanie E. Moses
· 2026
Interpretable Neural Networks to Predict Momentum Fluxes of Orographic Gravity Waves
Elias Haslauer, Mierk Schwabe, Andreas Dörnbrack, Edwin P. Gerber, Markus Rapp, Nedjeljka Žagar, Veronika Eyring
· 2026
AIMIP Phase 1: systematic evaluations of AI weather and climate models
Brian Henn, Christopher S. Bretherton, Nikolay Kodunov, Christian Lessig, Maria J. Molina, Troy Arcomano, Oliver Watt-Meyer, Guillaume Couairon, Renu Singh, Robert Brunstein, Yana Hasson, Antonia Jost, Noah Brenowitz, Peter Manshausen, Nathaniel Cresswell-Clay, Dale Durran, Kyle Joseph Chen Hall, Janni Yuval, Dmitrii Kochkov, Stephan Hoyer, Ignacio Lopez-Gomez
· 2026
A plug-and-play generative framework for multi-satellite precipitation estimation
Yunfan Yang, Haofei Sun, Xiuyu Sun, Wei Han, Xiaoze Xu, Xingtao Song, Jun Li, Zhiqiu Gao, Wei Huang, Hao Li
· 2026
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