Deep Capsule Encoder-Decoder Network for Surrogate Modeling and Uncertainty Quantification

Akshay Thakur, Souvik Chakraborty

We propose a novel \textit{capsule} based deep encoder-decoder model for surrogate modeling and uncertainty quantification of systems in mechanics from sparse data. The proposed fr…