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07/23/2022
Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers
Numerical simulations in climate, chemistry, or astrophysics are computa...
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06/01/2022
When happy accidents spark creativity: Bringing collaborative speculation to life with generative AI
Generative AI techniques like those that synthesize images from text (te...
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09/17/2021
WiSoSuper: Benchmarking Super-Resolution Methods on Wind and Solar Data
The transition to green energy grids depends on detailed wind and solar ...
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05/05/2021
PCE-PINNs: Physics-Informed Neural Networks for Uncertainty Propagation in Ocean Modeling
Climate models project an uncertainty range of possible warming scenario...
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04/10/2021
Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization
As climate change increases the intensity of natural disasters, society ...
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10/16/2020