Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting
Fuente:
arXiv
Saved in:
| Main Authors: | Ozdemir, Firat, Cheng, Yun, Mohebi, Salman, Lehmann, Fanny, Adamov, Simon, Zhang, Zhenyi, Trentini, Leonardo, Grund, Dana, Fuhrer, Oliver, Hoefler, Torsten, Mishra, Siddhartha, Schemm, Sebastian, Soja, Benedikt, Salzmann, Mathieu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes
by: Lehmann, Fanny, et al.
Published: (2025)
by: Lehmann, Fanny, et al.
Published: (2025)
Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts
by: Lehmann, Fanny, et al.
Published: (2026)
by: Lehmann, Fanny, et al.
Published: (2026)
FUSE: Fast Unified Simulation and Estimation for PDEs
by: Lingsch, Levi E., et al.
Published: (2024)
by: Lingsch, Levi E., et al.
Published: (2024)
D-SHIFT: Transferring High Spatial Information from GRACE Monthly TWSA Mascon to Daily Products Using Generative Adversarial Networks
by: Dombos, Andreas, et al.
Published: (2026)
by: Dombos, Andreas, et al.
Published: (2026)
Error bounded compression for weather and climate applications
by: Huang, Langwen, et al.
Published: (2025)
by: Huang, Langwen, et al.
Published: (2025)
Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings
by: Adamov, Simon, et al.
Published: (2025)
by: Adamov, Simon, et al.
Published: (2025)
Towards Specialized Supercomputers for Climate Sciences: Computational Requirements of the Icosahedral Nonhydrostatic Weather and Climate Model
by: Hoefler, Torsten, et al.
Published: (2024)
by: Hoefler, Torsten, et al.
Published: (2024)
Downscaling GRACE-derived ocean bottom pressure anomalies using self-supervised data fusion
by: Gou, Junyang, et al.
Published: (2024)
by: Gou, Junyang, et al.
Published: (2024)
Europa als ein Club voller Clubs
by: Schemm-Gregory, Reto
Published: (2019)
by: Schemm-Gregory, Reto
Published: (2019)
SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels
by: Abubaker, Nabil, et al.
Published: (2024)
by: Abubaker, Nabil, et al.
Published: (2024)
Near-Optimal Sparse Allreduce for Distributed Deep Learning
by: Li, Shigang, et al.
Published: (2022)
by: Li, Shigang, et al.
Published: (2022)
Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines
by: Li, Shigang, et al.
Published: (2021)
by: Li, Shigang, et al.
Published: (2021)
Hybrid diffusion models: combining supervised and generative pretraining for label-efficient fine-tuning of segmentation models
by: Sauvalle, Bruno, et al.
Published: (2024)
by: Sauvalle, Bruno, et al.
Published: (2024)
Lettere dalla Spagna
by: Trentini, Nives
Published: (2022)
by: Trentini, Nives
Published: (2022)
Recent results on ultra-peripheral collisions with the ALICE experiment
by: Grund, David
Published: (2025)
by: Grund, David
Published: (2025)
Repensar el compromiso desde el quehacer etnográfico:incomodidades y potencialidades de la producción de conocimiento con organizaciones sociales
by: Florencia Trentini
Published: (2018)
by: Florencia Trentini
Published: (2018)
ECOLOGÍA POLÍTICA Y CONSERVACIÓN: EL CASO DEL “CO-MANEJO” DEL PARQUE NACIONAL NAHUEL HUAPI Y EL PUEBLO MAPUCHE
by: Florencia Trentini
Published: (2012)
by: Florencia Trentini
Published: (2012)
Formas de violencia hacia el pueblo mapuche en Argentina. Reflexiones a partir del caso de la comunidad Roberto Maliqueo
by: Florencia Trentini
Published: (2015)
by: Florencia Trentini
Published: (2015)
Reseña de "Pueblos indígenas. Interculturalidad, colonialidad, política" de Tamagno, Liliana
by: Florencia Trentini
Published: (2011)
by: Florencia Trentini
Published: (2011)
Repensando los conflictos socioambientales desde una ecogubernamentalidad en fricción
by: Florencia Trentini
Published: (2016)
by: Florencia Trentini
Published: (2016)
Procesos de construcción de la diferencia cultural en el co-manejo del Parque Nacional Nahuel Huapi
by: Florencia Trentini
Published: (2016)
by: Florencia Trentini
Published: (2016)
Tensor finite elements for smectic liquid crystals
by: Führer, Thomas, et al.
Published: (2025)
by: Führer, Thomas, et al.
Published: (2025)
Surprisingly-early bias in forecasts for unscheduled events
by: Lehmann, Niklas V.
Published: (2025)
by: Lehmann, Niklas V.
Published: (2025)
FPsPIN: An FPGA-based Open-Hardware Research Platform for Processing in the Network
by: Schneider, Timo, et al.
Published: (2024)
by: Schneider, Timo, et al.
Published: (2024)
EntryPrune: Neural Network Feature Selection using First Impressions
by: Zimmer, Felix, et al.
Published: (2024)
by: Zimmer, Felix, et al.
Published: (2024)
FoldedHexaTorus: An Inter-Chiplet Interconnect Topology for Chiplet-based Systems using Organic and Glass Substrates
by: Iff, Patrick, et al.
Published: (2025)
by: Iff, Patrick, et al.
Published: (2025)
Iterating Pointers: Enabling Static Analysis for Loop-based Pointers
by: Lepori, Andrea, et al.
Published: (2025)
by: Lepori, Andrea, et al.
Published: (2025)
O DESENVOLVIMENTO DE NORMAS PARA O TESTE WISCONSIN DE CLASSIFICAÇÃO DE CARTAS (PESQUISA EM ANDAMENTO)
by: Clarissa Marceli Trentini
Published: (2006)
by: Clarissa Marceli Trentini
Published: (2006)
SISTEMA DE GESTIÓN TUTORIAL VÍA SMS E INTERNET
by: Francisco Brazuelo Grund
Published: (2009)
by: Francisco Brazuelo Grund
Published: (2009)
(117) Request for a binding decision on whether the names Hieracium greenei A. Gray and H. greenii Porter & Britton (Asteraceae) are sufficiently alike to be confused
by: Steven P. Grund
Published: (2024)
by: Steven P. Grund
Published: (2024)
Reseña de "La Antropología y el estudio de la cultura. Tomo I. Fundamentos y antecedentes" de A. Balazote, M. Ramos y S. Valverde (edit.)
by: María Florencia Trentini
Published: (2007)
by: María Florencia Trentini
Published: (2007)
Estudio de adaptabilidad para dispositivos móviles en plataformas MOOC
by: Francisco Brazuelo Grund
Published: (2015)
by: Francisco Brazuelo Grund
Published: (2015)
CORRELAÇÕES ENTRE A EFN - ESCALA FATORIAL DE NEUROTICISMO E O IFP - INVENTÁRIO FATORIAL DE PERSONALIDADE
by: Clarissa Marceli Trentini
Published: (2009)
by: Clarissa Marceli Trentini
Published: (2009)
Los docentes ante la integración educativa del teléfono móvil en el aula
by: Francisco Brazuelo Grund
Published: (2017)
by: Francisco Brazuelo Grund
Published: (2017)
Estado del Mobile Learning en España
by: Francisco Brazuelo Grund
Published: (2014)
by: Francisco Brazuelo Grund
Published: (2014)
LocPoseNet: Robust Location Prior for Unseen Object Pose Estimation
by: Zhao, Chen, et al.
Published: (2022)
by: Zhao, Chen, et al.
Published: (2022)
SINDER: Repairing the Singular Defects of DINOv2
by: Wang, Haoqi, et al.
Published: (2024)
by: Wang, Haoqi, et al.
Published: (2024)
QT-DoG: Quantization-aware Training for Domain Generalization
by: Javed, Saqib, et al.
Published: (2024)
by: Javed, Saqib, et al.
Published: (2024)
Demystifying Singular Defects in Large Language Models
by: Wang, Haoqi, et al.
Published: (2025)
by: Wang, Haoqi, et al.
Published: (2025)
Weight Space Representation Learning via Neural Field Adaptation
by: Yang, Zhuoqian, et al.
Published: (2025)
by: Yang, Zhuoqian, et al.
Published: (2025)
Similar Items
-
Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes
by: Lehmann, Fanny, et al.
Published: (2025) -
Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts
by: Lehmann, Fanny, et al.
Published: (2026) -
FUSE: Fast Unified Simulation and Estimation for PDEs
by: Lingsch, Levi E., et al.
Published: (2024) -
D-SHIFT: Transferring High Spatial Information from GRACE Monthly TWSA Mascon to Daily Products Using Generative Adversarial Networks
by: Dombos, Andreas, et al.
Published: (2026) -
Error bounded compression for weather and climate applications
by: Huang, Langwen, et al.
Published: (2025)