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06/01/2022
Control of Two-way Coupled Fluid Systems with Differentiable Solvers
We investigate the use of deep neural networks to control complex nonlin...
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09/11/2021
Physics-based Deep Learning
This digital book contains a practical and comprehensive introduction of...
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11/20/2020
Neural Scene Graphs for Dynamic Scenes
Recent implicit neural rendering methods have demonstrated that it is po...
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02/02/2020
WeatherBench: A benchmark dataset for data-driven weather forecasting
Data-driven approaches, most prominently deep learning, have become powe...
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11/23/2018
Temporally Coherent GANs for Video Super-Resolution (TecoGAN)
Adversarial training has been highly successful in the context of image ...
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06/06/2018
