2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Machine Learning for Material Characterization with an Application for Predicting Mechanical Properties
Anke Stoll, Peter Benner
Currently, the growth of material data from experiments and simulations is expanding beyond processable amounts. This makes the development of new data-driven methods for the disco…
cs.LG2020★ 2 cited
Compensating data shortages in manufacturing with monotonicity knowledge
Martin von Kurnatowski, Jochen Schmid, Patrick Link +5
Optimization in engineering requires appropriate models. In this article, a regression method for enhancing the predictive power of a model by exploiting expert knowledge in the fo…