Mis-Alignment in AI4Science
We want to understand this for reliability in neural weather prediction model
tag: Scientific Machine Learning
AI based tropical cyclone track prediction in India
We want to understand this and their impact on precipitation
Topological study of evolving precipitation in India
We want to understand this and their impact on precipitation
Graph Neural Networks for Scientific Machine Learning
We want to understand this and their impact on precipitation and uncertainty quantification in weather and climate models.
Neural Fields: NNs to encode fields for unstructured data
Can we use parameterized neural networks to encode fields for unstructured data, and use them for scientific machine learning tasks?