Deep learning applied to induced seismicity in the Groningen gas field in the Netherlands — Why safe AI and what do we need?


Title

Deep learning applied to induced seismicity in the Groningen gas field in the Netherlands — Why safe AI and what do we need?

Publication Type
Presentation
Year of Publication
2019

Authors

Publication Language
eng
Citation Key
3293
Abstract

We replace the standard neural network (SNN) with the Bayesian neural network (BNN) to quantify the uncertainty of deep neural networks, i.e. make AI safer.