7 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 5 cited
Geometric Prediction: Moving Beyond Scalars
Raphael J. L. Townshend, Brent Townshend, Stephan Eismann +1
Many quantities we are interested in predicting are geometric tensors; we refer to this class of problems as geometric prediction. Attempts to perform geometric prediction in real-…
cs.CE2017★ 7 cited
Shape optimization in laminar flow with a label-guided variational autoencoder
Stephan Eismann, Stefan Bartzsch, Stefano Ermon
Computational design optimization in fluid dynamics usually requires to solve non-linear partial differential equations numerically. In this work, we explore a Bayesian optimizatio…