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| WeatherBench: A Benchmark Data Set for Data-Driven Weather Forecasting 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 11
作者: Rasp S.; Dueben P.D.; Scher S.; Weyn J.A.; Mouatadid S.; Thuerey N.
  收藏 | 浏览/下载：20/0 | 提交时间：2020/12/08 |
| Data-Driven Super-Parameterization Using Deep Learning: Experimentation With Multiscale Lorenz 96 Systems and Transfer Learning 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 11
作者: Chattopadhyay A.; Subel A.; Hassanzadeh P.
收藏 | 浏览/下载：10/0 | 提交时间：2020/12/08 |
| A Moist Physics Parameterization Based on Deep Learning 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 9
作者: Han Y.; Zhang G.J.; Huang X.; Wang Y.
收藏 | 浏览/下载：1/0 | 提交时间：2020/12/08 |
| Improving Data-Driven Global Weather Prediction Using Deep Convolutional Neural Networks on a Cubed Sphere 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 9
作者: Weyn J.A.; Durran D.R.; Caruana R.
收藏 | 浏览/下载：19/0 | 提交时间：2020/12/08 |
| Physically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 9
作者: Toms B.A.; Barnes E.A.; Ebert-Uphoff I.
收藏 | 浏览/下载：15/0 | 提交时间：2020/12/08 |
| Machine Learning-Based Prediction of Spatiotemporal Uncertainties in Global Wind Velocity Reanalyses 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 5
作者: Irrgang C.; Saynisch-Wagner J.; Thomas M.
收藏 | 浏览/下载：40/0 | 提交时间：2020/12/08 |
| Optimization of Deep Learning Precipitation Models Using Categorical Binary Metrics 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 5
作者: Larraondo P.R.; Renzullo L.J.; Van Dijk A.I.J.M.; Inza I.; Lozano J.A.
收藏 | 浏览/下载：14/0 | 提交时间：2020/12/08 |
| A Machine Learning Assisted Development of a Model for the Populations of Convective and Stratiform Clouds 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 3
作者: Hagos S.; Feng Z.; Plant R.S.; Protat A.
收藏 | 浏览/下载：22/0 | 提交时间：2020/12/08 |
| Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 3
作者: Gagne D.J.; II; Christensen H.M.; Subramanian A.C.; Monahan A.H.
收藏 | 浏览/下载：17/0 | 提交时间：2020/12/08 |
| Can Machines Learn to Predict Weather? Using Deep Learning to Predict Gridded 500-hPa Geopotential Height From Historical Weather Data 期刊论文
Journal of Advances in Modeling Earth Systems, 2019, 卷号: 11, 期号: 8
作者: Weyn J.A.; Durran D.R.; Caruana R.
收藏 | 浏览/下载：6/0 | 提交时间：2020/12/08 |
