JMSE, Vol. 13, Pages 1647: A Spatio-Temporal Graph Neural Network for Predicting Flow Fields on Unstructured Grids with the SUBOFF Benchmark
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While the machinery automation system should mitigate the impact of emergency situations (e.g. fire and flooding) (Bureau Veritas 2019), the maintenance and repair system should also be reliable and e
Shape Digital, Shell Brasil, MODEC Brasil and Unicamp signed a partnership to develop new methodologies for monitoring operational risks using artificial intelligence. The solution will be based on Sh
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Plankton is crucial to ecosystems, forming the base of many food chains and supporting biodiversity. They serve as a key food source for aquatic organisms and contribute to climate regulation …
Phytoplankton widely distributes in marine environments, serving as a vital food source for marine organisms (Field et al., 1998). However, the excessive growth of phytoplankton can lead to the deplet
Paralytic shellfish toxins (PSTs), neurotoxic compounds produced by marine dinoflagellates (e.g., Alexandrium spp.) and freshwater cyanobacteria, represent a critical threat to marine ecosystems and h
With the global economy has developed, waterway transportation has boomed, facilitating the movement of around 80 % of international commerce commodities (Dere and Deniz, 2019). In comparison to other
Potentially toxic elements (PTEs), which are among the most severe pollutants in aquatic systems, have characteristic geochemical behaviors, such as environmental persistence, biological toxicity, and
Rivers, which channel roughly one-third of terrestrial precipitation to the oceans, play a crucial role in shaping the coastal marine environments (Santhikrishnan et al., 2024; Tao et al., 2020; Trenb
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