21 citations · 41 across the 16 of their papers we have counts for
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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…
math.OC2020
Approximation, characterization, and continuity of multivariate monotonic regression functions
Jochen Schmid
We deal with monotonic regression of multivariate functions on a compact rectangular domain in , where monotonicity is understood in a gener…
math.OC2020★ 1 cited
Simulation and optimal control of the Williams-Otto process using Pyomo
Jochen Schmid, Katrin Teichert, Moncef Chioua +2
We illustrate the advantages the high-level open-source software package Pyomo has in rapidly setting up and solving dynamic simulation and optimization problems. In order to do so…