Article-Journal | ML4ESlab https://ml4eslab.ru/publication-type/article-journal/ Article-Journal Hugo Blox Builder (https://hugoblox.com)ru-ruMon, 01 Jun 2026 00:00:00 +0000 https://ml4eslab.ru/media/icon_hu1624939848467171197.png Article-Journal https://ml4eslab.ru/publication-type/article-journal/ On the phenomena-oriented validation of spatial neural-network based surface wind downscaling over the Arctic seas https://ml4eslab.ru/publication/2026-06-rezvov-etal-2026/ Mon, 01 Jun 2026 00:00:00 +0000 https://ml4eslab.ru/publication/2026-06-rezvov-etal-2026/ Neural network atmospheric bias correction on heterogeneous data with fine-scale dynamics preservation https://ml4eslab.ru/publication/2026-04-golikov-etal-2026/ Wed, 29 Apr 2026 00:00:00 +0000 https://ml4eslab.ru/publication/2026-04-golikov-etal-2026/ ВOCCТАНОВЛЕНИЕ ПРИПОВЕРХНОСТНОЙ ВЛАЖНОСТИ АТМОСФЕРЫ НАД ОКЕАНОМ ПО ДАННЫМ СОПУТСТВУЮЩИХ МЕТЕОРОЛОГИЧЕСКИХ ИЗМЕРЕНИЙ С ПРИМЕНЕНИЕМ МЕТОДОВ МАШИННОГО ОБУЧЕНИЯ https://ml4eslab.ru/publication/2025-06-vostrikova-etal-2025/ Mon, 30 Jun 2025 00:00:00 +0000 https://ml4eslab.ru/publication/2025-06-vostrikova-etal-2025/ <!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Add the publication's **full text** or **supplementary notes** here. You can use rich formatting such as including [code, math, and images](https://docs.hugoblox.com/content/writing-markdown-latex/). --> ОЦЕНКА ДИНАМИКИ АТМОСФЕРЫ ПО РЕЗУЛЬТАТАМ НЕЙРОСЕТЕВОГО МАСШТАБИРОВАНИЯ ПОЛЕЙ ПРИПОВЕРХНОСТНОГО ВЕТРА НАД БАРЕНЦЕВЫМ И КАРСКИМ МОРЯМИ https://ml4eslab.ru/publication/2025-06-rezvov-etal-2025/ Mon, 30 Jun 2025 00:00:00 +0000 https://ml4eslab.ru/publication/2025-06-rezvov-etal-2025/ <!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Add the publication's **full text** or **supplementary notes** here. You can use rich formatting such as including [code, math, and images](https://docs.hugoblox.com/content/writing-markdown-latex/). --> Improving data-driven estimation of significant wave height through preliminary training on synthetic X-band radar sea clutter imagery https://ml4eslab.ru/publication/2024-09-rezvov-etal-2024/ Fri, 27 Sep 2024 00:00:00 +0000 https://ml4eslab.ru/publication/2024-09-rezvov-etal-2024/ <!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> Add the publication's **full text** or **supplementary notes** here. You can use rich formatting such as including [code, math, and images](https://docs.hugoblox.com/content/writing-markdown-latex/). --> Improved sea surface salinity data for the Arctic Ocean derived from SMAP satellite data using machine learning approaches https://ml4eslab.ru/publication/2024-03-savin-etal-2024/ Mon, 25 Mar 2024 00:00:00 +0000 https://ml4eslab.ru/publication/2024-03-savin-etal-2024/ <!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> --> <!-- <div class="alert alert-note"> <div> Create your slides in Markdown - click the <em>Slides</em> button to check out the example. </div> </div> --> <!-- Add the publication's **full text** or **supplementary notes** here. You can use rich formatting such as including [code, math, and images](https://docs.hugoblox.com/content/writing-markdown-latex/). -->