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Neural operators for accelerating scientific simulations and design
Scientific discovery and engineering design are currently limited by the time and cost of
physical experiments. Numerical simulations are an alternative approach but are usually …
physical experiments. Numerical simulations are an alternative approach but are usually …
A low-to-no snow future and its impacts on water resources in the western United States
ER Siirila-Woodburn, AM Rhoades… - Nature Reviews Earth & …, 2021 - nature.com
Anthropogenic climate change is decreasing seasonal snowpacks globally, with potentially
catastrophic consequences on water resources, given the long-held reliance on snowpack …
catastrophic consequences on water resources, given the long-held reliance on snowpack …
A warming-induced reduction in snow fraction amplifies rainfall extremes
The intensity of extreme precipitation events is projected to increase in a warmer climate,,,–,
posing a great challenge to water sustainability in natural and built environments. Of …
posing a great challenge to water sustainability in natural and built environments. Of …
Climate change increased extreme monsoon rainfall, flooding highly vulnerable communities in Pakistan
As a direct consequence of extreme monsoon rainfall throughout the summer 2022 season
Pakistan experienced the worst flooding in its history. We employ a probabilistic event …
Pakistan experienced the worst flooding in its history. We employ a probabilistic event …
Iterative integration of deep learning in hybrid Earth surface system modelling
Earth system modelling (ESM) is essential for understanding past, present and future Earth
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
Insights from Earth system model initial-condition large ensembles and future prospects
Internal variability in the climate system confounds assessment of human-induced climate
change and imposes irreducible limits on the accuracy of climate change projections …
change and imposes irreducible limits on the accuracy of climate change projections …
Ocean mesoscale and frontal-scale ocean–atmosphere interactions and influence on large-scale climate: A review
Two decades of high-resolution satellite observations and climate modeling studies have
indicated strong ocean–atmosphere coupled feedback mediated by ocean mesoscale …
indicated strong ocean–atmosphere coupled feedback mediated by ocean mesoscale …
The Mediterranean climate change hotspot in the CMIP5 and CMIP6 projections
The enhanced warming trend and precipitation decline in the Mediterranean region make it
a climate change hotspot. We compare projections of multiple Coupled Model …
a climate change hotspot. We compare projections of multiple Coupled Model …
[HTML][HTML] The Bei**g climate center climate system model (BCC-CSM): The main progress from CMIP5 to CMIP6
T Wu, Y Lu, Y Fang, X **n, L Li, W Li… - Geoscientific Model …, 2019 - gmd.copernicus.org
The main advancements of the Bei**g Climate Center (BCC) climate system model from
phase 5 of the Coupled Model Intercomparison Project (CMIP5) to phase 6 (CMIP6) are …
phase 5 of the Coupled Model Intercomparison Project (CMIP5) to phase 6 (CMIP6) are …
Increased US coastal hurricane risk under climate change
Several pathways for how climate change may influence the US coastal hurricane risk have
been proposed, but the physical mechanisms and possible connections between various …
been proposed, but the physical mechanisms and possible connections between various …