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Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5
Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5
Summary
Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5 is a scholarly article[1].
Key Facts
Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5. Retrieved May 24, 2026, from https://4ort.xyz/entity/towards-physically-consistent-data-driven-weather-forecasting-integrating-data-assimilation-with-equivariance-preserving
MLA“Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/towards-physically-consistent-data-driven-weather-forecasting-integrating-data-assimilation-with-equivariance-preserving.
BibTeX@misc{4ortxyz_towards-physically-consistent-data-driven-weather-forecasting-integrating-data-assimilation-with-equivariance-preserving_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5}}, year = {2026}, url = {https://4ort.xyz/entity/towards-physically-consistent-data-driven-weather-forecasting-integrating-data-assimilation-with-equivariance-preserving}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving spatial transformers in a case study with ERA5 — https://4ort.xyz/entity/towards-physically-consistent-data-driven-weather-forecasting-integrating-data-assimilation-with-equivariance-preserving (retrieved 2026-05-24)
