已选(0)清除
条数/页: 排序方式: |
| 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:16/0  |  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 |
| Analog Forecasting of Extreme-Causing Weather Patterns Using Deep Learning 期刊论文 Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 2 作者: Chattopadhyay A.; Nabizadeh E.; Hassanzadeh P. 收藏  |  浏览/下载:36/0  |  提交时间:2020/12/08 |