Artificial Intelligence, Mathematics, Neural Networks, Differential Equations, Machine Learning.
this purpose in classical machine learning. For scientific machine learning, literature on augmentation is scarce. In this note, a research team from Skoltech, INM RAS and AIRI led by Ivan Oseledets contributed a new way to augment datasets for neural PDE solvers. The central idea behind the new